{"id":14285,"date":"2022-10-01T10:06:00","date_gmt":"2022-10-01T06:36:00","guid":{"rendered":"https:\/\/shahaab-co.com\/mag\/?p=14285"},"modified":"2024-11-29T18:36:19","modified_gmt":"2024-11-29T15:06:19","slug":"deep-learning-algorithms","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-algorithms\/","title":{"rendered":"\u06f1\u06f0 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0631\u062a\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062f\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f2\u06f2"},"content":{"rendered":"<p style=\"text-align: justify;\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062f\u0631 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0639\u0644\u0645\u06cc \u0645\u062d\u0628\u0648\u0628\u06cc\u062a \u0628\u0633\u06cc\u0627\u0631\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a \u0648 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\u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-rank-math-toc-block\"><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter-rtl ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0622\u0646\u0686\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062e\u0648\u0627\u0646\u062f :<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #0044bf;color:#0044bf\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 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href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-algorithms\/#%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%B9%D9%85%DB%8C%D9%82_%DA%86%DA%AF%D9%88%D9%86%D9%87_%DA%A9%D8%A7%D8%B1_%D9%85%DB%8C_%DA%A9%D9%86%D9%86%D8%AF%D8%9F\" >\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-algorithms\/#%D8%A7%D9%86%D9%88%D8%A7%D8%B9_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%AF_%D8%AF%D8%B1_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%B9%D9%85%DB%8C%D9%82\" >\u0627\u0646\u0648\u0627\u0639 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u067e\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-algorithms\/#%DB%B1-_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D8%B9%D8%B5%D8%A8%DB%8C_%DA%A9%D8%A7%D9%86%D9%88%D9%84%D9%88%D8%B4%D9%86%DB%8C_CNN\" >\u06f1- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc (CNN)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-algorithms\/#%DB%B2-_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D8%AD%D8%A7%D9%81%D8%B8%D9%87_%D8%B7%D9%88%D9%84%D8%A7%D9%86%DB%8C_%DA%A9%D9%88%D8%AA%D8%A7%D9%87-%D9%85%D8%AF%D8%AA_LSTM\" >\u06f2- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062d\u0627\u0641\u0638\u0647 \u0637\u0648\u0644\u0627\u0646\u06cc \u06a9\u0648\u062a\u0627\u0647-\u0645\u062f\u062a &nbsp;(LSTM)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-algorithms\/#_3-_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D8%B9%D8%B5%D8%A8%DB%8C_%D8%A8%D8%A7%D8%B2%DA%AF%D8%B4%D8%AA%DB%8C_RNN\" >&nbsp;3- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc (RNN)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-algorithms\/#%DB%B4-_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D9%85%D9%88%D9%84%D8%AF_%D8%AA%D8%AE%D8%A7%D8%B5%D9%85%DB%8C_GANs\" >\u06f4- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc&nbsp;(GANs)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-algorithms\/#%DB%B5-_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D8%AA%D8%A7%D8%A8%D8%B9_%D9%BE%D8%A7%DB%8C%D9%87_%D8%B4%D8%B9%D8%A7%D8%B9%DB%8C_RBFNs\" >\u06f5- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062a\u0627\u0628\u0639 \u067e\u0627\u06cc\u0647 \u0634\u0639\u0627\u0639\u06cc (RBFNs)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-algorithms\/#%DB%B6-_%D9%86%D9%88%D8%B1%D9%88%D9%86_%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1%D8%B3%D9%BE%D8%AA%D8%B1%D9%88%D9%86_%DA%86%D9%86%D8%AF_%D9%84%D8%A7%DB%8C%D9%87_MLPs\" >\u06f6- \u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647 (MLPs)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-algorithms\/#_7-_%D9%86%D9%82%D8%B4%D9%87_%D9%87%D8%A7%DB%8C_%D8%AE%D9%88%D8%AF_%D8%B3%D8%A7%D8%B2%D9%85%D8%A7%D9%86%D8%AF%D9%87%DB%8C_SOMs\" >&nbsp;7- \u0646\u0642\u0634\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc (SOMs)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-algorithms\/#%DB%B8-_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D8%A8%D8%A7%D9%88%D8%B1_%D8%B9%D9%85%DB%8C%D9%82_DBNs\" >\u06f8- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0628\u0627\u0648\u0631 \u0639\u0645\u06cc\u0642 (DBNs)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-algorithms\/#%DB%B9-_%D9%85%D8%A7%D8%B4%DB%8C%D9%86_%D9%87%D8%A7%DB%8C_%D8%A8%D9%88%D9%84%D8%AA%D8%B2%D9%85%D9%86_%D9%85%D8%AD%D8%AF%D9%88%D8%AF_RBMs\" >\u06f9- \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\u06cc \u0628\u0648\u0644\u062a\u0632\u0645\u0646 \u0645\u062d\u062f\u0648\u062f (RBMs)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-algorithms\/#%DB%B1%DB%B0-_%D8%AE%D9%88%D8%AF_%D8%B1%D9%85%D8%B2%DA%AF%D8%B0%D8%A7%D8%B1%D9%87%D8%A7_Autoencoder\" >\u06f1\u06f0- \u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627 (Autoencoder)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-algorithms\/#%D9%86%D8%AA%DB%8C%D8%AC%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C\" >\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%81%D9%87%D8%B1%D8%B3%D8%AA_%D9%85%D8%B7%D8%A7%D9%84%D8%A8\"><\/span>\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<span class=\"ez-toc-section-end\"><\/span><\/h2><nav><ul><li><a href=\"#h-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-\u0686\u06cc\u0633\u062a\" >\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li><a href=\"#h-\u062a\u0639\u0631\u06cc\u0641-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc\" >\u062a\u0639\u0631\u06cc\u0641 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc<\/a><\/li><li><a href=\"#h-\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u0647\u0627\u06cc-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-\u0686\u06af\u0648\u0646\u0647-\u06a9\u0627\u0631-\u0645\u06cc-\u06a9\u0646\u0646\u062f\" >\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f\u061f<\/a><\/li><li><a href=\"#h-\u0627\u0646\u0648\u0627\u0639-\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u0647\u0627\u06cc-\u067e\u0631-\u06a9\u0627\u0631\u0628\u0631\u062f-\u062f\u0631-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642\" >\u0627\u0646\u0648\u0627\u0639 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u067e\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/a><ul><li><a href=\"#h-1-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-cnn\" >\u06f1- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc (CNN)<\/a><\/li><li><a href=\"#h-2-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u062d\u0627\u0641\u0638\u0647-\u0637\u0648\u0644\u0627\u0646\u06cc-\u06a9\u0648\u062a\u0627\u0647-\u0645\u062f\u062a-lstm\" >2- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062d\u0627\u0641\u0638\u0647 \u0637\u0648\u0644\u0627\u0646\u06cc \u06a9\u0648\u062a\u0627\u0647-\u0645\u062f\u062a &nbsp;(LSTM)<\/a><\/li><li><a href=\"#h-3-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-\u0628\u0627\u0632\u06af\u0634\u062a\u06cc-rnn\" >&nbsp;3- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc (RNN)<\/a><\/li><li><a href=\"#h-4-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0645\u0648\u0644\u062f-\u062a\u062e\u0627\u0635\u0645\u06cc-gans\" >4- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc&nbsp;(GANs)<\/a><\/li><li><a href=\"#h-5-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u062a\u0627\u0628\u0639-\u067e\u0627\u06cc\u0647-\u0634\u0639\u0627\u0639\u06cc-rbfns\" >5- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062a\u0627\u0628\u0639 \u067e\u0627\u06cc\u0647 \u0634\u0639\u0627\u0639\u06cc (RBFNs)<\/a><\/li><li><a href=\"#h-6-\u0646\u0648\u0631\u0648\u0646-\u0647\u0627\u06cc-\u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646-\u0686\u0646\u062f-\u0644\u0627\u06cc\u0647-mlps\" >6- \u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647 (MLPs)<\/a><\/li><li><a href=\"#h-7-\u0646\u0642\u0634\u0647-\u0647\u0627\u06cc-\u062e\u0648\u062f-\u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc-soms\" >&nbsp;7- \u0646\u0642\u0634\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc (SOMs)<\/a><\/li><li><a href=\"#h-8-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0628\u0627\u0648\u0631-\u0639\u0645\u06cc\u0642-dbns\" >8- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0628\u0627\u0648\u0631 \u0639\u0645\u06cc\u0642 (DBNs)<\/a><\/li><li><a href=\"#h-9-\u0645\u0627\u0634\u06cc\u0646-\u0647\u0627\u06cc-\u0628\u0648\u0644\u062a\u0632\u0645\u0646-\u0645\u062d\u062f\u0648\u062f-rbms\" >9- \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\u06cc \u0628\u0648\u0644\u062a\u0632\u0645\u0646 \u0645\u062d\u062f\u0648\u062f (RBMs)<\/a><\/li><li><a href=\"#h-10-\u062e\u0648\u062f-\u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627-autoencoder\" >10- \u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627 (Autoencoder)<\/a><\/li><\/ul><\/li><\/nav><\/ul><\/div>\n\n\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0644\u0627\u0632\u0645 \u0648 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0648 \u0646\u062d\u0648\u0647 \u06a9\u0627\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0631\u0627\u06cc \u062a\u0642\u0644\u06cc\u062f \u0627\u0632 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u063a\u0632 \u0627\u0646\u0633\u0627\u0646 \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u062f.<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-\u0686\u06cc\u0633\u062a\"><span class=\"ez-toc-section\" id=\"%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%B9%D9%85%DB%8C%D9%82_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0686\u06cc\u0633\u062a\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p style=\"text-align: justify;\"><a href=\"https:\/\/shahaab-co.com\/mag\/videos\/ai-vs-machine-learning-vs-deep-learning\/\" target=\"_blank\" rel=\"noopener\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/a> \u0627\u0632 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0633\u06cc\u0639 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0646\u0648\u0639\u06cc \u0645\u0627\u0634\u06cc\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0633\u0627\u062e\u062a\u0627\u0631 \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u063a\u0632 \u0627\u0646\u0633\u0627\u0646 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u060c \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627 \u0631\u0627 \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0646\u0645\u0648\u0646\u0647 \u0645\u062b\u0627\u0644 \u0647\u0627 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc \u062f\u0647\u062f. \u0645\u0634\u0627\u063a\u0644 \u0648 \u0635\u0646\u0627\u06cc\u0639\u06cc \u0647\u0645\u0686\u0648\u0646 \u0645\u0631\u0627\u0642\u0628 \u0633\u0644\u0627\u0645\u062a\u060c \u062a\u0628\u0644\u06cc\u063a\u0627\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9\u060c \u0633\u0631\u06af\u0631\u0645\u06cc \u0648 \u062a\u0628\u0644\u06cc\u063a\u0627\u062a \u0639\u0645\u0648\u0645\u0627 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u062a\u0639\u0631\u06cc\u0641-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc\"><span class=\"ez-toc-section\" id=\"%D8%AA%D8%B9%D8%B1%DB%8C%D9%81_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D8%B9%D8%B5%D8%A8%DB%8C\"><\/span><strong>\u062a\u0639\u0631\u06cc\u0641 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p style=\"text-align: justify;\">\u06cc\u06a9 <a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/understanding-feedforward-neural-networks\/\" target=\"_blank\" rel=\"noopener\">\u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc<\/a> \u060c \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0645\u063a\u0632 \u0627\u0646\u0633\u0627\u0646 \u0647\u0627 \u062f\u0627\u0631\u062f \u0648&nbsp; \u0627\u0632 \u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u06a9\u0647 \u0628\u0627 \u0639\u0646\u0648\u0627\u0646 \u06af\u0631\u0647 \u0647\u0627 \u0646\u06cc\u0632 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f.&nbsp; \u0627\u06cc\u0646 \u06af\u0631\u0647 \u0647\u0627 \u062f\u0631 \u0633\u0647 \u0644\u0627\u06cc\u0647 \u06a9\u0646\u0627\u0631 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u0646\u062f.<\/p>\n<ul>\n<li style=\"text-align: justify;\">\u0644\u0627\u06cc\u0647 \u0648\u0631\u0648\u062f\u06cc<\/li>\n<li style=\"text-align: justify;\">\u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u067e\u0646\u0647\u0627\u0646\u06cc<\/li>\n<li style=\"text-align: justify;\">\u0644\u0627\u06cc\u0647 \u062e\u0631\u0648\u062c\u06cc<\/li>\n<\/ul>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"940\" height=\"334\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0645\u0635\u0646\u0648\u0639\u06cc.jpg\" alt=\"\u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc\" class=\"wp-image-14310\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0645\u0635\u0646\u0648\u0639\u06cc.jpg 940w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0645\u0635\u0646\u0648\u0639\u06cc-300x107.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0645\u0635\u0646\u0648\u0639\u06cc-768x273.jpg 768w\" sizes=\"(max-width: 940px) 100vw, 940px\" \/><\/figure><\/div>\n\n<p>\u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0647 \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0627\u06cc\u0646 \u06af\u0631\u0647 \u0647\u0627\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u06af\u0631\u0647 \u0647\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0648\u0632\u0646 \u0647\u0627\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc \u062f\u0647\u062f\u060c \u0622\u0646 \u0647\u0627 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0628\u0647 \u0622\u0646 \u0647\u0627 \u0628\u0627\u06cc\u0627\u0633 \u0631\u0627&nbsp; \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u062a\u0648\u0627\u0628\u0639 \u063a\u06cc\u0631 \u062e\u0637\u06cc\u060c \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062a\u0648\u0627\u0628\u0639 \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f \u0648 \u0628\u0631\u0627\u06cc \u062a\u0639\u06cc\u06cc\u0646 \u0627\u06cc\u0646 \u06a9\u0647 \u06a9\u062f\u0627\u0645 \u06cc\u06a9 \u0627\u0632 \u0646\u0648\u0631\u0648\u0646 \u0647\u0627 \u0641\u0639\u0627\u0644 \u0634\u0648\u062f\u060c \u0627\u0639\u0645\u0627\u0644 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u0647\u0627\u06cc-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-\u0686\u06af\u0648\u0646\u0647-\u06a9\u0627\u0631-\u0645\u06cc-\u06a9\u0646\u0646\u062f\"><span class=\"ez-toc-section\" id=\"%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%B9%D9%85%DB%8C%D9%82_%DA%86%DA%AF%D9%88%D9%86%D9%87_%DA%A9%D8%A7%D8%B1_%D9%85%DB%8C_%DA%A9%D9%86%D9%86%D8%AF%D8%9F\"><\/span><strong>\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p style=\"text-align: justify;\">\u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062f\u0627\u0631\u0627\u06cc \u0648\u06cc\u0698\u06af\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062e\u0648\u062f\u0622\u0645\u0648\u0632 \u0647\u0633\u062a\u0646\u062f\u060c \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627 \u0648\u0627\u0628\u0633\u062a\u0647 \u0628\u0647 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0631\u0648\u0634 \u0645\u062d\u0627\u0633\u0628\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u063a\u0632\u06cc \u0627\u0646\u0633\u0627\u0646 \u0631\u0627&nbsp; \u0628\u0627\u0632\u062a\u0627\u0628 \u0645\u06cc \u062f\u0647\u062f. \u062f\u0631 \u0637\u0648\u0644 \u0641\u0631\u0627\u06cc\u0646\u062f \u0622\u0645\u0648\u0632\u0634\u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627 \u0627\u0632 \u0639\u0646\u0627\u0635\u0631 \u0646\u0627\u0634\u0646\u0627\u062e\u062a\u0647 \u0627\u06cc \u062f\u0631 \u062a\u0648\u0632\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062e\u0635\u0648\u0635\u06cc\u0627\u062a \u0648 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06af\u0631\u0648\u0647\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f \u0648 \u0627\u0644\u06af\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0641\u06cc\u062f \u0631\u0627 \u06a9\u0634\u0641 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0646\u062f \u0622\u0645\u0648\u0632\u0634\u060c \u0628\u06cc\u0634\u062a\u0631 \u0634\u0628\u06cc\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0633\u062a \u0648 \u0627\u06cc\u0646 \u0627\u062a\u0641\u0627\u0642 \u062f\u0631 \u0686\u0646\u062f\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0645\u06cc \u0627\u0641\u062a\u062f \u0648 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0645\u062f\u0644 \u0647\u0627 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0645\u062f\u0644 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u060c \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0647\u06cc\u0686 \u06cc\u06a9 \u0627\u0632 \u0634\u0628\u06a9\u0647 \u0647\u0627 \u06a9\u0627\u0645\u0644 \u0628\u0647 \u0646\u0638\u0631 \u0646\u0645\u06cc \u0631\u0633\u0646\u062f\u060c \u0628\u0631\u062e\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u062e\u0627\u0635 \u0645\u0646\u0627\u0633\u0628 \u062a\u0631 \u0647\u0633\u062a\u0646\u062f. \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u062f\u0631\u0633\u062a \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627 \u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0641\u0647\u0645 \u0648 \u062f\u0627\u0646\u0634 \u0639\u0645\u06cc\u0642\u06cc \u0627\u0632 \u062a\u0645\u0627\u0645\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645.<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0627\u0646\u0648\u0627\u0639-\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u0647\u0627\u06cc-\u067e\u0631-\u06a9\u0627\u0631\u0628\u0631\u062f-\u062f\u0631-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642\"><span class=\"ez-toc-section\" id=\"%D8%A7%D9%86%D9%88%D8%A7%D8%B9_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%AF_%D8%AF%D8%B1_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%B9%D9%85%DB%8C%D9%82\"><\/span><strong>\u0627\u0646\u0648\u0627\u0639 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u067e\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 \u062c\u0627 \u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632&nbsp; 10 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0631\u062a\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0631\u0627 \u0628\u0631\u0627\u06cc\u062a\u0627\u0646 \u0622\u0648\u0631\u062f\u0647 \u0627\u06cc\u0645 :<\/p>\n<p style=\"text-align: justify;\">\u06f1-\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc (CNN)<\/p>\n<p style=\"text-align: justify;\">\u06f2- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062d\u0627\u0641\u0638\u0647 \u0637\u0648\u0644\u0627\u0646\u06cc \u06a9\u0648\u062a\u0627\u0647-\u0645\u062f\u062a (LSTM)<\/p>\n<p style=\"text-align: justify;\">\u06f3- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc (RNN)<\/p>\n<p style=\"text-align: justify;\">\u06f4- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc (GAN)<\/p>\n<p style=\"text-align: justify;\">\u06f5- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062a\u0627\u0628\u0639 \u067e\u0627\u06cc\u0647 \u0634\u0639\u0627\u0639\u06cc (RBFN)<\/p>\n<p style=\"text-align: justify;\">\u06f6- \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647 (MLP)<\/p>\n<p style=\"text-align: justify;\">\u06f7- \u0646\u0642\u0634\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f\u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc (SOM)<\/p>\n<p style=\"text-align: justify;\">\u06f8- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0628\u0627\u0648\u0631 \u0639\u0645\u06cc\u0642 (DBN)<\/p>\n<p style=\"text-align: justify;\">\u06f9- \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\u06cc \u0628\u0648\u0644\u062a\u0632\u0645\u0646 \u0645\u062d\u062f\u0648\u062f (RBMs)<\/p>\n<p style=\"text-align: justify;\">\u06f1\u06f0- \u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627 (Autoencoders)<\/p>\n<p style=\"text-align: justify;\">\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u060c \u062a\u0642\u0631\u06cc\u0628\u0627 \u0627\u0632 \u0647\u0631 \u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0645\u0633\u062a\u0644\u0632\u0645 \u0642\u062f\u0631\u062a \u06a9\u0644\u0627\u0646 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0645\u0642\u0627\u0644\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u06cc\u0646 \u062f\u0647 \u0646\u0648\u0639 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0631\u062a\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0628\u06cc\u0634\u062a\u0631 \u062a\u0648\u0636\u06cc\u062d \u062f\u0647\u06cc\u0645.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-cnn\"><span class=\"ez-toc-section\" id=\"%DB%B1-_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D8%B9%D8%B5%D8%A8%DB%8C_%DA%A9%D8%A7%D9%86%D9%88%D9%84%D9%88%D8%B4%D9%86%DB%8C_CNN\"><\/span><strong>\u06f1- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc (CNN)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p style=\"text-align: justify;\"><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/machine-learning-is-fun-part-3\/\" target=\"_blank\" rel=\"noopener\">\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc<\/a> \u0648 \u06cc\u0627 \u0647\u0645\u0627\u0646 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u060c \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0648 \u0639\u0645\u062f\u062a\u0627 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u06cc\u0627\u0646 \u0644\u06cc\u06a9\u0627\u0646 \u0627\u0648\u0644\u06cc\u0646 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u062f\u0631 \u0633\u0627\u0644&nbsp; 1988&nbsp; \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0632\u0645\u0627\u0646 \u0628\u0647 \u0622\u0646 LeNet \u0645\u06cc \u06af\u0641\u062a\u0646\u062f. \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u06a9\u062f \u0647\u0627\u06cc \u067e\u0633\u062a\u06cc \u0648 \u0627\u0631\u0642\u0627\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u0632 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0637\u0648\u0631 \u0648\u0633\u06cc\u0639\u06cc \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u0627\u0647\u0648\u0627\u0631\u0647 \u0627\u06cc\u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0627\u0648\u06cc\u0631 \u067e\u0632\u0634\u06a9\u06cc\u060c \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0633\u0631\u06cc \u0647\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc \u0648 \u062a\u0634\u062e\u06cc\u0635 \u0646\u0627\u0647\u0646\u062c\u0627\u0631\u06cc \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<h4 style=\"text-align: justify;\"><strong>\u0637\u0631\u0632 \u06a9\u0627\u0631 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u0628\u0647 \u0686\u0647 \u0634\u06a9\u0644 \u0627\u0633\u062a\u061f<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0634\u0646\u06cc \u062f\u0627\u0631\u0627\u06cc \u0686\u0646\u062f\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0645\u0634\u062e\u0635\u0627\u062a \u0631\u0627 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h4 style=\"text-align: justify;\"><strong>\u0644\u0627\u06cc\u0647 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u062f\u0627\u0631\u0646\u062f \u06a9\u0647 \u062f\u0627\u0631\u0627\u06cc \u0641\u06cc\u0644\u062a\u0631 \u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u06cc \u0628\u0631\u0627\u06cc \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u0627\u0633\u062a.<\/p>\n<h4 style=\"text-align: justify;\"><strong>\u0648\u0627\u062d\u062f \u062e\u0637\u06cc \u0627\u0635\u0644\u0627\u062d \u0634\u062f\u0647 (ReLU)<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u062f\u0627\u0631\u0627\u06cc \u06cc\u06a9 \u0648\u0627\u062d\u062f \u062e\u0637\u06cc \u0627\u0635\u0644\u0627\u062d \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a \u0628\u0631 \u0631\u0648\u06cc \u0639\u0646\u0627\u0635\u0631 \u0627\u0633\u062a. \u062e\u0631\u0648\u062c\u06cc \u0622\u0646 \u0646\u06cc\u0632 \u06cc\u06a9 \u0646\u0642\u0634\u0647 \u0645\u062e\u062a\u0635\u0627\u062a\u06cc \u0627\u0635\u0644\u0627\u062d \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<h4 style=\"text-align: justify;\"><strong>\u0644\u0627\u06cc\u0647 \u067e\u0648\u0644\u06cc\u0646\u06af<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc\u060c \u0646\u0642\u0634\u0647 \u0645\u062e\u062a\u0635\u0627\u062a\u06cc \u0627\u0635\u0644\u0627\u062d \u0634\u062f\u0647 \u060c \u0644\u0627\u06cc\u0647 \u067e\u0648\u0644\u06cc\u0646\u06af \u0631\u0627 \u062a\u063a\u0630\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u067e\u0648\u0644\u06cc\u0646\u06af \u06cc\u06a9 \u0639\u0645\u0644\u06cc\u0627\u062a \u0646\u0645\u0648\u0646\u0647 \u0628\u0631\u062f\u0627\u0631\u06cc \u0633\u0637\u062d \u067e\u0627\u06cc\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0628\u0639\u0627\u062f \u0646\u0642\u0634\u0647 \u0645\u062e\u062a\u0635\u0627\u062a \u0631\u0627 \u06a9\u0627\u0647\u0634 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0633\u067e\u0633 \u0644\u0627\u06cc\u0647 \u067e\u0648\u0644\u06cc\u0646\u06af \u0622\u0631\u0627\u06cc\u0647 \u0647\u0627\u06cc \u062f\u0648\u0628\u0639\u062f\u06cc \u062d\u0627\u0635\u0644 \u0627\u0632 \u0646\u0642\u0634\u0647 \u0648\u06cc\u0698\u06af\u06cc \u062a\u0644\u0641\u06cc\u0642\u06cc \u0631\u0627 \u0628\u0627 \u0645\u0633\u0637\u062d \u06a9\u0631\u062f\u0646 \u0622\u0646\u060c \u0628\u0647 \u06cc\u06a9 \u0628\u0631\u062f\u0627\u0631 \u0645\u0646\u0641\u0631\u062f\u060c \u0637\u0648\u0644\u0627\u0646\u06cc\u060c \u067e\u06cc\u0648\u0633\u062a\u0647 \u0648 \u062e\u0637\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h4 style=\"text-align: justify;\"><strong>\u0644\u0627\u06cc\u0647 \u06a9\u0627\u0645\u0644\u0627 \u0645\u062a\u0635\u0644<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0645\u0644\u0627 \u0645\u062a\u0635\u0644 \u0632\u0645\u0627\u0646\u06cc \u062a\u0634\u06a9\u06cc\u0644 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0645\u0627\u062a\u0631\u06cc\u0633 \u0645\u0633\u0637\u062d \u0634\u062f\u0647 \u0627\u0632 \u0644\u0627\u06cc\u0647 \u067e\u0648\u0644\u06cc\u0646\u06af \u062a\u0648\u0633\u0637 \u06cc\u06a9 \u0648\u0631\u0648\u062f\u06cc \u06a9\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0648 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u06cc \u06a9\u0646\u062f\u060c \u062a\u063a\u0630\u06cc\u0647 \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0634\u06a9\u0644 \u0632\u06cc\u0631\u060c \u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc\u062a\u0627\u0646 \u0622\u0648\u0631\u062f\u0647 \u0627\u06cc\u0645:<\/p>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"934\" height=\"269\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc.jpg\" alt=\"\u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc\" class=\"wp-image-14312\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc.jpg 934w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-300x86.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-768x221.jpg 768w\" sizes=\"(max-width: 934px) 100vw, 934px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u062d\u0627\u0641\u0638\u0647-\u0637\u0648\u0644\u0627\u0646\u06cc-\u06a9\u0648\u062a\u0627\u0647-\u0645\u062f\u062a-lstm\"><span class=\"ez-toc-section\" id=\"%DB%B2-_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D8%AD%D8%A7%D9%81%D8%B8%D9%87_%D8%B7%D9%88%D9%84%D8%A7%D9%86%DB%8C_%DA%A9%D9%88%D8%AA%D8%A7%D9%87-%D9%85%D8%AF%D8%AA_LSTM\"><\/span><strong>\u06f2- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062d\u0627\u0641\u0638\u0647 \u0637\u0648\u0644\u0627\u0646\u06cc \u06a9\u0648\u062a\u0627\u0647-\u0645\u062f\u062a &nbsp;(LSTM)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p dir=\"RTL\" style=\"text-align: right; direction: rtl;\"><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/machine-vision\/human-action-recognition-using-detectron2-and-lstm\/\" target=\"_blank\" rel=\"noopener\"><span dir=\"LTR\">LSTM <\/span><\/a><span lang=\"AR-SA\">\u0647\u0627 \u0646\u0648\u0639\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u0628\u0644\u0646\u062f \u0645\u062f\u062a \u0631\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0634\u0628\u06a9\u0647 \u0647\u0627\u060c \u06cc\u0627\u062f\u0622\u0648\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u067e\u06cc\u0634\u06cc\u0646 \u0628\u0631\u0627\u06cc \u062f\u0631\u0627\u0632 \u0645\u062f\u062a\u060c \u06cc\u06a9 \u0631\u0641\u062a\u0627\u0631 \u067e\u06cc\u0634 \u0641\u0631\u0636 \u0627\u0633\u062a<\/span><span dir=\"LTR\">.<\/span><\/p>\n<p dir=\"RTL\" style=\"text-align: right; direction: rtl;\"><span dir=\"LTR\">LSTM <\/span><span lang=\"AR-SA\">\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646 \u062d\u0641\u0638 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u060c \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0633\u0631\u06cc \u0647\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0641\u06cc\u062f \u0647\u0633\u062a\u0646\u062f\u061b \u0632\u06cc\u0631\u0627 \u0622\u0646 \u0647\u0627&nbsp; \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u067e\u06cc\u0634\u06cc\u0646 \u0631\u0627 \u0628\u0647 \u06cc\u0627\u062f \u0645\u06cc \u0622\u0648\u0631\u0646\u062f. \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062d\u0627\u0641\u0638\u0647 \u0637\u0648\u0644\u0627\u0646\u06cc \u06a9\u0648\u062a\u0627\u0647-\u0645\u062f\u062a \u060c \u0633\u0627\u062e\u062a\u0627\u0631 \u0632\u0646\u062c\u06cc\u0631\u0647 \u0645\u0627\u0646\u0646\u062f\u06cc \u062f\u0627\u0631\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0686\u0647\u0627\u0631 \u0644\u0627\u06cc\u0647 \u062a\u0639\u0627\u0645\u0644\u06cc \u0647\u0631 \u06cc\u06a9 \u0628\u0647 \u0634\u06cc\u0648\u0647 \u0627\u06cc \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0631\u0642\u0631\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0628\u0647 \u0639\u0644\u0627\u0648\u0647 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u062f\u0648\u0631\u0647 \u0647\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc\u060c <\/span><span dir=\"LTR\">LSTM <\/span><span lang=\"AR-SA\">\u0647\u0627 \u0645\u0639\u0645\u0648\u0644\u0627 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u06af\u0641\u062a\u0645\u0627\u0646 \u0647\u0627\u060c \u062a\u0631\u06a9\u06cc\u0628 \u0645\u0648\u0632\u06cc\u06a9 \u0648 \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u0631\u0648\u06cc\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f<\/span><span dir=\"LTR\">.<\/span><\/p>\n<h4 style=\"text-align: right; direction: rtl;\"><strong><span dir=\"LTR\">LSTM <\/span><span lang=\"AR-SA\">\u0647\u0627 \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f\u061f<\/span><\/strong><\/h4>\n<p dir=\"RTL\" style=\"text-align: right; direction: rtl;\"><span lang=\"AR-SA\">\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0627\u0648\u0644\u060c \u0622\u0646 \u0647\u0627 \u0628\u062e\u0634 \u0647\u0627\u06cc \u063a\u06cc\u0631 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u062d\u0627\u0644\u062a \u0642\u0628\u0644\u06cc \u0631\u0627 \u0641\u0631\u0627\u0645\u0648\u0634 \u0645\u06cc \u06a9\u0646\u0646\u062f<\/span><span dir=\"LTR\">.<\/span><\/p>\n<p dir=\"RTL\" style=\"text-align: right; direction: rtl;\"><span lang=\"AR-SA\">\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u060c \u0622\u0646 \u0647\u0627 \u0628\u0647 \u0637\u0648\u0631 \u06af\u0632\u06cc\u0646\u0634\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u062d\u0627\u0644\u062a \u0633\u0644\u0648\u0644 \u0631\u0627&nbsp; \u0628\u0647 \u0631\u0648\u0632 \u0645\u06cc \u06a9\u0646\u0646\u062f<\/span><span dir=\"LTR\">.<\/span><\/p>\n<p dir=\"RTL\" style=\"text-align: right; direction: rtl;\"><span lang=\"AR-SA\">\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0646\u0648\u0628\u062a \u0628\u0647 \u062e\u0631\u0648\u062c\u06cc \u062d\u0627\u0644\u062a \u0633\u0644\u0648\u0644 \u0645\u06cc \u0631\u0633\u062f<\/span><span dir=\"LTR\">.<\/span><\/p>\n<p dir=\"RTL\" style=\"text-align: right; direction: rtl;\"><span lang=\"AR-SA\">\u062f\u0631 \u0634\u06a9\u0644 \u0632\u06cc\u0631\u060c \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f<\/span><span dir=\"LTR\"> LSTM <\/span><span lang=\"AR-SA\">\u0647\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a<\/span><span dir=\"LTR\">:<\/span><\/p>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"857\" height=\"333\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/03\/Long_Short_Term_Memory-2.png\" alt=\"\" class=\"wp-image-14288\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/03\/Long_Short_Term_Memory-2.png 857w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/03\/Long_Short_Term_Memory-2-300x117.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/03\/Long_Short_Term_Memory-2-768x298.png 768w\" sizes=\"(max-width: 857px) 100vw, 857px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-\u0628\u0627\u0632\u06af\u0634\u062a\u06cc-rnn\"><span class=\"ez-toc-section\" id=\"_3-_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D8%B9%D8%B5%D8%A8%DB%8C_%D8%A8%D8%A7%D8%B2%DA%AF%D8%B4%D8%AA%DB%8C_RNN\"><\/span><strong>&nbsp;3- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc (RNN)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p style=\"text-align: justify;\"><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/recurrent-neural-networks-explained\/\" target=\"_blank\" rel=\"noopener\">\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc<\/a> \u062f\u0627\u0631\u0627\u06cc \u0627\u062a\u0635\u0627\u0644\u0627\u062a\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0686\u0631\u062e\u0647 \u0647\u0627\u06cc \u062c\u0647\u062a \u062f\u0627\u0631 \u0631\u0627 \u062a\u0634\u06a9\u06cc\u0644 \u0645\u06cc \u062f\u0647\u0646\u062f \u06a9\u0647 \u0628\u0647 \u062e\u0631\u0648\u062c\u06cc \u0647\u0627\u06cc LSTM \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u0631\u062f\u06cc \u0628\u0631\u0627\u06cc \u0645\u0631\u062d\u0644\u0647 \u062c\u0627\u0631\u06cc \u062a\u063a\u0630\u06cc\u0647 \u0634\u0648\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062e\u0631\u0648\u062c\u06cc \u0627\u0632 LSTM \u062a\u0628\u062f\u06cc\u0644 \u0628\u0647 \u06cc\u06a9 \u0648\u0631\u0648\u062f\u06cc \u0628\u0631\u0627\u06cc \u0645\u0631\u062d\u0644\u0647 \u062c\u0627\u0631\u06cc \u0645\u06cc \u0634\u0648\u062f \u0648 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u067e\u06cc\u0634\u06cc\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062d\u0627\u0641\u0638\u0647 \u062f\u0627\u062e\u0644\u06cc \u062e\u0648\u062f\u0634 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc \u060c \u0645\u0639\u0645\u0648\u0644\u0627 \u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u062a\u0648\u0636\u06cc\u062d \u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631\u060c \u0622\u0646\u0627\u0644\u06cc\u0632 \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc\u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc\u060c \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u062f\u0633\u062a\u062e\u0637 \u0648 \u0645\u0627\u0634\u06cc\u0646 \u062a\u0631\u062c\u0645\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc \u0628\u0627\u0632 \u0634\u062f\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0628\u0627\u0634\u062f:<\/p>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"750\" height=\"354\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u062f\u06cc\u0627\u06af\u0631\u0627\u0645-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0628\u0627\u0632\u06af\u0634\u062a\u06cc.jpg\" alt=\"\u062f\u06cc\u0627\u06af\u0631\u0627\u0645 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc\" class=\"wp-image-14313\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u062f\u06cc\u0627\u06af\u0631\u0627\u0645-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0628\u0627\u0632\u06af\u0634\u062a\u06cc.jpg 750w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u062f\u06cc\u0627\u06af\u0631\u0627\u0645-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0628\u0627\u0632\u06af\u0634\u062a\u06cc-300x142.jpg 300w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/figure><\/div>\n\n<h4 style=\"text-align: right; direction: rtl;\"><strong><span lang=\"AR-SA\">\u0637\u0631\u0632 \u06a9\u0627\u0631 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc \u0686\u06af\u0648\u0646\u0647 \u0627\u0633\u062a\u061f<\/span><\/strong><\/h4>\n<ul>\n<li dir=\"RTL\" style=\"text-align: right; direction: rtl;\"><span lang=\"AR-SA\">\u062e\u0631\u0648\u062c\u06cc \u062f\u0631 \u0632\u0645\u0627\u0646<\/span><span dir=\"LTR\">t-1 <\/span><span lang=\"AR-SA\">&nbsp;\u062f\u0631 \u0632\u0645\u0627\u0646<\/span><span dir=\"LTR\"> t <\/span><span lang=\"AR-SA\">\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0648\u0627\u0631\u062f \u0645\u06cc \u0634\u0648\u062f<\/span><span dir=\"LTR\">.<\/span><\/li>\n<li dir=\"RTL\" style=\"text-align: right; direction: rtl;\"><span lang=\"AR-SA\">\u0628\u0647 \u0637\u0648\u0631 \u0645\u0634\u0627\u0628\u0647\u060c \u062e\u0631\u0648\u062c\u06cc \u062f\u0631 \u0632\u0645\u0627\u0646<\/span><span dir=\"LTR\"> t&nbsp; <\/span><span lang=\"AR-SA\">\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u062f\u0631 \u0632\u0645\u0627\u0646&nbsp;<\/span><span dir=\"LTR\"> t+1<\/span><span lang=\"AR-SA\">\u0648\u0627\u0631\u062f \u0645\u06cc \u0634\u0648\u062f<\/span><span dir=\"LTR\">.<\/span><\/li>\n<li dir=\"RTL\" style=\"text-align: right; direction: rtl;\"><span lang=\"AR-SA\">\u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0647\u0645\u0647 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0647\u0631 \u0627\u0646\u062f\u0627\u0632\u0647 \u0627\u06cc \u06a9\u0647 \u0628\u0627\u0634\u0646\u062f\u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u062f<\/span><span dir=\"LTR\">.<\/span><\/li>\n<li dir=\"RTL\" style=\"text-align: right; direction: rtl;\"><span lang=\"AR-SA\">\u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0628\u0631 \u0631\u0648\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062a\u0627\u0631\u06cc\u062e\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0627\u0646\u062f\u0627\u0632\u0647 \u0645\u062f\u0644 \u0628\u0627 \u0627\u0646\u062f\u0627\u0632\u0647 \u0648\u0631\u0648\u062f\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0646\u0645\u06cc \u06cc\u0627\u0628\u062f<\/span><span dir=\"LTR\">.<\/span><\/li>\n<\/ul>\n<p dir=\"RTL\" style=\"text-align: right; direction: rtl;\"><span lang=\"AR-SA\">\u062f\u0631 \u0627\u06cc\u0646 \u062c\u0627 \u0645\u062b\u0627\u0644\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0648\u06cc\u0698\u06af\u06cc \u062a\u06a9\u0645\u06cc\u0644 \u062e\u0648\u062f\u06a9\u0627\u0631 \u06af\u0648\u06af\u0644 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a<\/span><span dir=\"LTR\">:<\/span><\/p>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"929\" height=\"255\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u062a\u06a9\u0645\u06cc\u0644-\u062e\u0648\u062f\u06a9\u0627\u0631-\u06af\u0648\u06af\u0644-\u0628\u0627-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc.jpg\" alt=\"\u062a\u06a9\u0645\u06cc\u0644 \u062e\u0648\u062f\u06a9\u0627\u0631 \u06af\u0648\u06af\u0644 \u0628\u0627 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc\" class=\"wp-image-14314\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u062a\u06a9\u0645\u06cc\u0644-\u062e\u0648\u062f\u06a9\u0627\u0631-\u06af\u0648\u06af\u0644-\u0628\u0627-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc.jpg 929w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u062a\u06a9\u0645\u06cc\u0644-\u062e\u0648\u062f\u06a9\u0627\u0631-\u06af\u0648\u06af\u0644-\u0628\u0627-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-300x82.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/04\/\u062a\u06a9\u0645\u06cc\u0644-\u062e\u0648\u062f\u06a9\u0627\u0631-\u06af\u0648\u06af\u0644-\u0628\u0627-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-768x211.jpg 768w\" sizes=\"(max-width: 929px) 100vw, 929px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0645\u0648\u0644\u062f-\u062a\u062e\u0627\u0635\u0645\u06cc-gans\"><span class=\"ez-toc-section\" id=\"%DB%B4-_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D9%85%D9%88%D9%84%D8%AF_%D8%AA%D8%AE%D8%A7%D8%B5%D9%85%DB%8C_GANs\"><\/span><strong>\u06f4- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc&nbsp;(GANs)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p dir=\"RTL\" style=\"text-align: justify; direction: rtl;\"><span lang=\"AR-SA\"><a href=\"https:\/\/shahaab-co.com\/mag\/news\/ai\/deep-fake-and-science-behind-gans\/\">\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc<\/a> \u060c \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0646\u0645\u0648\u0646\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u06cc \u0631\u0627 \u0645\u06cc \u0633\u0627\u0632\u062f \u0648 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0645\u0634\u0627\u0628\u0647\u062a \u0628\u0633\u06cc\u0627\u0631 \u062f\u0627\u0631\u0646\u062f. \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u0645\u062a\u062e\u0627\u0635\u0645 \u062f\u0648 \u062c\u0632 \u062f\u0627\u0631\u0646\u062f: \u06cc\u06a9 \u0645\u0648\u0644\u062f \u06a9\u0647 \u06cc\u0627\u062f \u0645\u06cc \u06af\u06cc\u0631\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0631\u0648\u063a\u06cc\u0646 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u062f \u0648 \u06cc\u06a9 \u0645\u062a\u0645\u0627\u06cc\u0632 \u06a9\u0646\u0646\u062f\u0647 \u06a9\u0647 \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u063a\u0644\u0637 \u06cc\u0627\u062f \u0645\u06cc \u06af\u06cc\u0631\u062f<\/span><span dir=\"LTR\">.<\/span><\/p>\n<p dir=\"RTL\" style=\"text-align: justify; direction: rtl;\"><span lang=\"AR-SA\">\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0634\u0628\u06a9\u0647 \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc \u062f\u0631 \u06cc\u06a9 \u062f\u0648\u0631\u0647 \u0632\u0645\u0627\u0646\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a. \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0622\u0646 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u0646\u062c\u0648\u0645\u06cc \u0648 \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc \u0639\u062f\u0633\u06cc \u06af\u0631\u0627\u0646\u0634\u06cc \u0628\u0631\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0645\u0627\u062f\u0647 \u062a\u0627\u0631\u06cc\u06a9 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f<\/span><span dir=\"LTR\">.<\/span><\/p>\n<p dir=\"RTL\" style=\"text-align: justify; direction: rtl;\"><span lang=\"AR-SA\">\u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u0647 \u0647\u0627\u06cc \u0648\u06cc\u062f\u06cc\u0648 \u06af\u06cc\u0645&nbsp; \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0633\u0637\u062d \u0631\u0632\u0648\u0644\u0648\u0634\u0646 \u0648 \u0628\u0627\u0641\u062a \u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc \u06f2 \u0628\u0639\u062f\u06cc \u0628\u0627\u0632\u06cc \u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc \u0628\u0627 \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u0622\u0646 \u0647\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u06f4 \u0628\u0639\u062f\u06cc \u06cc\u0627 \u0631\u0632\u0648\u0644\u0648\u0634\u0646 \u0647\u0627\u06cc \u0628\u0627\u0644\u0627\u062a\u0631 ( \u0628\u0647 \u0648\u0627\u0633\u0637\u0647 \u0622\u0645\u0648\u0632\u0634 \u062a\u0635\u0627\u0648\u06cc\u0631) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f<\/span><span dir=\"LTR\">.<\/span><\/p>\n<p dir=\"RTL\" style=\"text-align: justify; direction: rtl;\"><span lang=\"AR-SA\">\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u0645\u062a\u062e\u0627\u0635\u0645 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u06a9\u0645\u06a9 \u0632\u06cc\u0627\u062f\u06cc \u0628\u0647 \u062a\u0648\u0644\u06cc\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631\u0647\u0627\u06cc \u06a9\u0627\u0631\u062a\u0648\u0646\u06cc \u0628\u06a9\u0646\u062f\u060c \u0627\u0632 \u0635\u0648\u0631\u062a \u0627\u0646\u0633\u0627\u0646 \u0647\u0627 \u0639\u06a9\u0633 \u0628\u0633\u0627\u0632\u062f \u0648&nbsp;\u062a\u0635\u0627\u0648\u06cc\u0631 \u0633\u0647 \u0628\u0639\u062f\u06cc \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f<\/span><span dir=\"LTR\">.<\/span><\/p>\n<h4 style=\"text-align: justify; direction: rtl;\"><strong><span lang=\"AR-SA\">\u0637\u0631\u0632 \u06a9\u0627\u0631 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc \u0686\u06af\u0648\u0646\u0647 \u0627\u0633\u062a\u061f<\/span><\/strong><\/h4>\n<p dir=\"RTL\" style=\"text-align: justify; direction: rtl;\"><span lang=\"AR-SA\">\u0628\u062e\u0634 \u0645\u062a\u0645\u0627\u06cc\u0632 \u06a9\u0646\u0646\u062f\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06cc\u0627\u062f \u0645\u06cc \u06af\u06cc\u0631\u062f \u06a9\u0647 \u0645\u06cc\u0627\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u062f\u0631\u0648\u063a\u06cc\u0646 \u0648 \u0646\u0645\u0648\u0646\u0647 \u062f\u0627\u062f\u0647 \u0648\u0627\u0642\u0639\u06cc \u062a\u0645\u0627\u06cc\u0632 \u0642\u0627\u0626\u0644 \u0634\u0648\u062f<\/span><span dir=\"LTR\">.<\/span><\/p>\n<p dir=\"RTL\" style=\"text-align: justify; direction: rtl;\"><span lang=\"AR-SA\">\u062f\u0631&nbsp; \u0637\u0648\u0644 \u0622\u0645\u0648\u0632\u0634 \u0627\u0648\u0644\u06cc\u0647\u060c \u0645\u0648\u0644\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0631\u0648\u063a\u06cc\u0646 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0628\u062e\u0634 \u0645\u062a\u0645\u0627\u06cc\u0632 \u06a9\u0646\u0646\u062f\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0633\u0631\u06cc\u0639 \u06cc\u0627\u062f \u0645\u06cc \u06af\u06cc\u0631\u062f \u06a9\u0647 \u0628\u06af\u0648\u06cc\u062f \u06a9\u062f\u0627\u0645 \u06cc\u06a9 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u063a\u0644\u0637 \u0627\u0633\u062a<\/span><span dir=\"LTR\">.<\/span><\/p>\n<p dir=\"RTL\" style=\"text-align: justify; direction: rtl;\"><span lang=\"AR-SA\">\u0634\u0628\u06a9\u0647 \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc \u060c \u0646\u062a\u0627\u06cc\u062c \u0631\u0627 \u0628\u0647 \u0645\u0648\u0644\u062f \u0645\u06cc \u0641\u0631\u0633\u062a\u062f \u0648 \u0645\u062a\u0645\u0627\u06cc\u0632 \u06a9\u0646\u0646\u062f\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u060c \u0645\u062f\u0644 \u0631\u0627 \u0628\u0647 \u0631\u0648\u0632 \u0645\u06cc \u06a9\u0646\u062f<\/span><span dir=\"LTR\">.<\/span><\/p>\n<p dir=\"RTL\" style=\"text-align: justify; direction: rtl;\"><span lang=\"AR-SA\">\u062f\u0631 \u0634\u06a9\u0644 \u0632\u06cc\u0631\u060c \u0646\u0645\u0648\u062f\u0627\u0631\u06cc \u0627\u0632 \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0634\u0628\u06a9\u0647 \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a<\/span><span dir=\"LTR\">:<\/span><\/p>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"941\" height=\"335\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u0645\u0648\u0644\u062f-\u062a\u062e\u0627\u0635\u0645\u06cc.jpg\" alt=\"\u0637\u0631\u0632 \u06a9\u0627\u0631 \u0634\u0628\u06a9\u0647 \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc\" class=\"wp-image-14536\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u0645\u0648\u0644\u062f-\u062a\u062e\u0627\u0635\u0645\u06cc.jpg 941w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u0645\u0648\u0644\u062f-\u062a\u062e\u0627\u0635\u0645\u06cc-300x107.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u0645\u0648\u0644\u062f-\u062a\u062e\u0627\u0635\u0645\u06cc-768x273.jpg 768w\" sizes=\"(max-width: 941px) 100vw, 941px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-5-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u062a\u0627\u0628\u0639-\u067e\u0627\u06cc\u0647-\u0634\u0639\u0627\u0639\u06cc-rbfns\"><span class=\"ez-toc-section\" id=\"%DB%B5-_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D8%AA%D8%A7%D8%A8%D8%B9_%D9%BE%D8%A7%DB%8C%D9%87_%D8%B4%D8%B9%D8%A7%D8%B9%DB%8C_RBFNs\"><\/span><strong>\u06f5- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062a\u0627\u0628\u0639 \u067e\u0627\u06cc\u0647 \u0634\u0639\u0627\u0639\u06cc (RBFNs)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p><a href=\"https:\/\/www.sciencedirect.com\/topics\/chemical-engineering\/radial-basis-function-networks\" target=\"_blank\" rel=\"noopener\">RBFN<\/a> \u0647\u0627\u060c \u0646\u0648\u0639 \u062e\u0627\u0635\u06cc \u0627\u0632 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u067e\u06cc\u0634 \u0631\u0648\u0646\u062f\u0647 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0627\u0632 \u062a\u0648\u0627\u0628\u0639 \u067e\u0627\u06cc\u0647 \u0634\u0639\u0627\u0639\u06cc \u0628\u0631\u0627\u06cc \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u062a\u0648\u0627\u0628\u0639 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0622\u0646 \u0647\u0627 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u0648\u0631\u0648\u062f\u06cc\u060c \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u067e\u0646\u0647\u0627\u0646 \u0648 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u062e\u0631\u0648\u062c\u06cc \u062f\u0627\u0631\u0646\u062f \u0648 \u0627\u0632 \u0622\u0646 \u0647\u0627 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0631\u0627\u06cc \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc\u060c \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0648 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0633\u0631\u06cc \u0647\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<h4><strong>RBFN \u0647\u0627 \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f\u061f<\/strong><\/h4>\n<p>RBFN \u0647\u0627 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0631\u0627 \u0628\u0627 \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u06cc\u0631\u06cc \u0634\u0628\u0627\u0647\u062a \u0648\u0631\u0648\u062f\u06cc \u0628\u0647 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc\u06cc \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u0646\u062f.<\/p>\n<p>\u0622\u0646 \u0647\u0627 \u062f\u0627\u0631\u0627\u06cc \u06cc\u06a9 \u0628\u0631\u062f\u0627\u0631 \u0648\u0631\u0648\u062f\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0644\u0627\u06cc\u0647 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u062a\u063a\u0630\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0622\u0646 \u0647\u0627 \u062f\u0627\u0631\u0627\u06cc \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u0627\u0632 \u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u062a\u0627\u0628\u0639 \u067e\u0627\u06cc\u0647 \u0634\u0639\u0627\u0639 \u0645\u0627\u0646\u0646\u062f \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>\u062a\u0627\u0628\u0639\u060c \u0645\u062c\u0645\u0648\u0639 \u0648\u0632\u0646 \u062f\u0627\u0631 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0644\u0627\u06cc\u0647 \u062e\u0631\u0648\u062c\u06cc\u060c \u062f\u0631 \u0633\u0637\u062d \u0648 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u062f\u0627\u0631\u0627\u06cc \u06af\u0631\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u0644\u0627\u06cc\u0647 \u067e\u0646\u0647\u0627\u0646\u06cc \u0634\u0627\u0645\u0644 \u062a\u0648\u0627\u0628\u0639 \u0627\u0646\u062a\u0642\u0627\u0644 \u06af\u0648\u0633\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u062e\u0631\u0648\u062c\u06cc \u0647\u0627\u06cc\u06cc \u062f\u0627\u0631\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0639\u06a9\u0648\u0633 \u0648 \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0641\u0627\u0635\u0644\u0647 \u0627\u0632 \u0645\u0631\u06a9\u0632 \u0646\u0648\u0631\u0648\u0646 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>\u062e\u0631\u0648\u062c\u06cc \u0634\u0628\u06a9\u0647\u060c \u06cc\u06a9 \u062a\u0631\u06a9\u06cc\u0628 \u062e\u0637\u06cc \u0627\u0632 \u062a\u0648\u0627\u0628\u0639 \u0648\u0631\u0648\u062f\u06cc \u067e\u0627\u06cc\u0647 \u0634\u0639\u0627\u0639\u06cc \u0648 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0646\u0648\u0631\u0648\u0646\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>&nbsp;\u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062a\u0627\u0628\u0639 \u067e\u0627\u06cc\u0647 \u0634\u0639\u0627\u0639\u06cc \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"754\" height=\"374\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u062a\u0627\u0628\u0639-\u067e\u0627\u06cc\u0647-\u0634\u0639\u0627\u0639\u06cc.jpg\" alt=\"\u0637\u0631\u0632 \u06a9\u0627\u0631 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062a\u0627\u0628\u0639 \u067e\u0627\u06cc\u0647 \u0634\u0639\u0627\u0639\u06cc\" class=\"wp-image-14538\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u062a\u0627\u0628\u0639-\u067e\u0627\u06cc\u0647-\u0634\u0639\u0627\u0639\u06cc.jpg 754w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u062a\u0627\u0628\u0639-\u067e\u0627\u06cc\u0647-\u0634\u0639\u0627\u0639\u06cc-300x149.jpg 300w\" sizes=\"(max-width: 754px) 100vw, 754px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-6-\u0646\u0648\u0631\u0648\u0646-\u0647\u0627\u06cc-\u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646-\u0686\u0646\u062f-\u0644\u0627\u06cc\u0647-mlps\"><span class=\"ez-toc-section\" id=\"%DB%B6-_%D9%86%D9%88%D8%B1%D9%88%D9%86_%D9%87%D8%A7%DB%8C_%D9%BE%D8%B1%D8%B3%D9%BE%D8%AA%D8%B1%D9%88%D9%86_%DA%86%D9%86%D8%AF_%D9%84%D8%A7%DB%8C%D9%87_MLPs\"><\/span><strong>\u06f6- \u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647 (MLPs)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p style=\"text-align: justify;\"><a href=\"https:\/\/www.simplilearn.com\/tutorials\/deep-learning-tutorial\/multilayer-perceptron\" target=\"_blank\" rel=\"noopener\">\u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647<\/a> \u060c \u06cc\u06a9 \u0645\u06a9\u0627\u0646 \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062f\u0631\u0628\u0627\u0631\u0647 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f\u0644\u0627\u06cc\u0647\u060c \u0633\u0637\u062d\u06cc \u0627\u0632 <a href=\"https:\/\/fa.wikipedia.org\/wiki\/%D8%B4%D8%A8%DA%A9%D9%87_%D8%B9%D8%B5%D8%A8%DB%8C_%D9%BE%DB%8C%D8%B4%D8%AE%D9%88%D8%B1\" target=\"_blank\" rel=\"noopener\">\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u067e\u06cc\u0634\u062e\u0648\u0631<\/a>&nbsp; \u0648 \u0634\u0627\u0645\u0644 \u0686\u0646\u062f\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u062f\u0627\u0631\u0627\u06cc \u062a\u0648\u0627\u0628\u0639 \u0641\u0639\u0627\u0644 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647\u060c \u0634\u0627\u0645\u0644 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u0648\u0631\u0648\u062f\u06cc \u0648 \u0644\u0627\u06cc\u0647 \u062e\u0631\u0648\u062c\u06cc \u062a\u0645\u0627\u0645\u0627 \u0645\u062a\u0635\u0644 \u0627\u0633\u062a. \u0622\u0646 \u0647\u0627 \u0628\u0647 \u0645\u06cc\u0632\u0627\u0646 \u06cc\u06a9\u0633\u0627\u0646\u06cc \u062f\u0627\u0631\u0627\u06cc \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0648 \u062e\u0631\u0648\u062c\u06cc \u0647\u0633\u062a\u0646\u062f\u061b \u0627\u0645\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0686\u0646\u062f\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u067e\u0646\u0647\u0627\u0646 \u0647\u0645 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0645\u0648\u0627\u0631\u062f\u06cc \u0647\u0645\u0686\u0648\u0646 \u062a\u0634\u062e\u06cc\u0635 \u06af\u0641\u062a\u0627\u0631\u060c \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0645\u0627\u0634\u06cc\u0646 \u062a\u0631\u062c\u0645\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u0646\u062f.<\/p>\n<h4 style=\"text-align: justify;\"><strong>\u0637\u0631\u0632 \u06a9\u0627\u0631 \u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u0633\u062a\u061f<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647 \u060c \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0644\u0627\u06cc\u0647 \u0648\u0631\u0648\u062f\u06cc \u0634\u0628\u06a9\u0647 \u062a\u063a\u0630\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0644\u0627\u06cc\u0647 \u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u062a\u0635\u0644 \u0645\u06cc \u06a9\u0646\u0646\u062f \u062a\u0627 \u0633\u06cc\u06af\u0646\u0627\u0644 \u0647\u0627 \u062f\u0631&nbsp; \u06cc\u06a9 \u062c\u0647\u062a \u0639\u0628\u0648\u0631 \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647 \u060c \u062f\u0627\u062f\u0647 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0628\u0627 \u0648\u0632\u0646 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0628\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u0648\u0631\u0648\u062f\u06cc \u0648 \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u067e\u0646\u0647\u0627\u0646 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647 \u060c \u0627\u0632&nbsp; \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u062a\u0648\u0627\u0628\u0639 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0641\u0639\u0627\u0644 \u0634\u062f\u0646 \u06af\u0631\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u0634\u0627\u0645\u0644 \u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u062e\u0637\u06cc \u06cc\u06a9 \u0633\u0648 \u0634\u062f\u0647\u060c \u062a\u0648\u0627\u0628\u0639 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u062a\u0627\u0646\u0698\u0627\u0646\u062a \u0647\u0630\u0644\u0648\u0644\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647 \u060c \u0645\u062f\u0644 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u06cc\u0646 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u0633\u062a\u0642\u0644 \u0648 \u06af\u0648\u0646\u0627\u06af\u0648\u0646\u06cc \u0647\u0627\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc\u060c \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0634\u06a9\u0644 \u0632\u06cc\u0631\u060c \u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u06cc\u06a9 \u0646\u0648\u0631\u0648\u0646 \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f\u0644\u0627\u06cc\u0647 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f. \u0646\u0645\u0648\u062f\u0627\u0631\u060c \u0645\u06cc\u0632\u0627\u0646 \u0648\u0632\u0646 \u0648 \u067e\u06cc\u0634 \u062f\u0627\u0648\u0631\u06cc \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u062a\u0648\u0627\u0628\u0639 \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u0645\u0646\u0627\u0633\u0628 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u06af\u0631\u0628\u0647 \u0647\u0627 \u0648 \u0633\u06af \u0647\u0627 \u0627\u0639\u0645\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"943\" height=\"304\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646-\u0686\u0646\u062f-\u0644\u0627\u06cc\u0647.jpg\" alt=\"\u0637\u0631\u0632 \u06a9\u0627\u0631 \u0634\u0628\u06a9\u0647 \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647\" class=\"wp-image-14539\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646-\u0686\u0646\u062f-\u0644\u0627\u06cc\u0647.jpg 943w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646-\u0686\u0646\u062f-\u0644\u0627\u06cc\u0647-300x97.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646-\u0686\u0646\u062f-\u0644\u0627\u06cc\u0647-768x248.jpg 768w\" sizes=\"(max-width: 943px) 100vw, 943px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-7-\u0646\u0642\u0634\u0647-\u0647\u0627\u06cc-\u062e\u0648\u062f-\u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc-soms\"><span class=\"ez-toc-section\" id=\"_7-_%D9%86%D9%82%D8%B4%D9%87_%D9%87%D8%A7%DB%8C_%D8%AE%D9%88%D8%AF_%D8%B3%D8%A7%D8%B2%D9%85%D8%A7%D9%86%D8%AF%D9%87%DB%8C_SOMs\"><\/span><strong>&nbsp;7- \u0646\u0642\u0634\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc (SOMs)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p style=\"text-align: justify;\">\u067e\u0631\u0648\u0641\u0633\u0648\u0631 \u062a\u06cc\u0648\u0648 \u06a9\u0648\u0647\u0650\u0646\u0650\u0646 \u060c SOM \u0631\u0627 \u0627\u062e\u062a\u0631\u0627\u0639 \u06a9\u0631\u062f \u06a9\u0647&nbsp; \u0642\u0627\u062f\u0631 \u0628\u0647 \u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u062f\u0627\u062f\u0647 \u0628\u0647 \u0648\u0627\u0633\u0637\u0647 \u062e\u0648\u062f\u0633\u0627\u0632\u0645\u0627\u0646\u062f\u0647\u06cc \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u062a\u062c\u0633\u0645 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u0647 \u062d\u0644 \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644 \u06a9\u0647 \u0627\u0646\u0633\u0627\u0646 \u0647\u0627 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0622\u0633\u0627\u0646\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc\u06cc \u0628\u0627 \u0627\u0628\u0639\u0627\u062f \u0628\u0627\u0644\u0627 \u0631\u0627 \u062a\u062c\u0633\u0645 \u06a9\u0646\u0646\u062f. SOM \u0647\u0627 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0646\u062f \u062a\u0627 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062e\u0648\u062f \u062f\u0631 \u0641\u0647\u0645 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0627 \u0627\u0628\u0639\u0627\u062f \u0628\u0627\u0644\u0627 \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/p>\n<h4 style=\"text-align: justify;\"><strong>\u0637\u0631\u0632 \u06a9\u0627\u0631 SOM \u0647\u0627 \u0686\u06af\u0648\u0646\u0647 \u0627\u0633\u062a\u061f<\/strong><\/h4>\n<p style=\"text-align: justify;\">SOM \u0647\u0627 \u0628\u0631\u0627\u06cc \u0647\u0631 \u06af\u0631\u0647\u060c \u0628\u0647 \u0648\u0632\u0646 \u0647\u0627 \u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f \u0648 \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u0628\u0647 \u0635\u0648\u0631\u062a \u0631\u0646\u062f\u0648\u0645 \u0627\u0632 \u0645\u06cc\u0627\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">SOM \u0647\u0627 \u0647\u0631 \u06af\u0631\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u06cc\u062f\u0627\u06a9\u0631\u062f\u0646 \u0648\u0632\u0646 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0634\u0628\u0627\u0647\u062a \u0631\u0627 \u0628\u0647 \u0646\u0645\u0648\u062f\u0627\u0631 \u0648\u0631\u0648\u062f\u06cc \u062f\u0627\u0631\u062f\u060c \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u06af\u0631\u0647 \u063a\u0627\u0644\u0628\u060c \u0628\u0647\u062a\u0631\u06cc\u0646 \u0648\u0627\u062d\u062f \u0627\u062a\u0635\u0627\u0644 \u062e\u0648\u0627\u0646\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f(BMU).<\/p>\n<p style=\"text-align: justify;\">SOM \u0647\u0627 \u0645\u062c\u0627\u0648\u0631\u062a \u0628\u0647\u062a\u0631\u06cc\u0646 \u0648\u0627\u062d\u062f \u0627\u062a\u0635\u0627\u0644 \u0648 \u0645\u06cc\u0632\u0627\u0646 \u0645\u062c\u0627\u0648\u0631\u062a \u0647\u0627 \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646 \u06a9\u0627\u0647\u0634 \u0645\u06cc \u06cc\u0627\u0628\u062f.<\/p>\n<p style=\"text-align: justify;\">SOM \u0647\u0627 \u06cc\u06a9 \u0648\u0632\u0646 \u063a\u0627\u0644\u0628 \u0631\u0627 \u0628\u0647 \u0628\u0631\u062f\u0627\u0631 \u0646\u0645\u0648\u0646\u0647 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u06af\u0631\u0647 \u0646\u0632\u062f\u06cc\u06a9\u062a\u0631 \u0628\u0647 \u06cc\u06a9 BMU \u0627\u0633\u062a. \u0628\u06cc\u0634\u062a\u0631 \u0648\u0632\u0646 \u0622\u0646 \u062a\u063a\u06cc\u06cc\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0645\u062c\u0627\u0648\u0631\u062a \u0627\u0632 <a href=\"https:\/\/en.wikipedia.org\/wiki\/Building_maintenance_unit\" target=\"_blank\" rel=\"noopener\">BMU<\/a> \u0627\u0633\u062a. \u06a9\u0645\u062a\u0631 \u0622\u0646 \u0631\u0627 \u06cc\u0627\u062f \u0645\u06cc \u06af\u06cc\u0631\u062f. SOMs \u0647\u0627 \u060c \u0645\u0631\u062d\u0644\u0647 \u062f\u0648\u0645 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u06af\u0648\u06cc\u06cc N \u062a\u06a9\u0631\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0634\u06a9\u0644 \u0632\u06cc\u0631\u060c \u0634\u0645\u0627 \u06cc\u06a9 \u062f\u06cc\u0627\u06af\u0631\u0627\u0645 \u0627\u0632 \u06cc\u06a9 \u0628\u0631\u062f\u0627\u0631 \u0648\u0631\u0648\u062f\u06cc \u0631\u0646\u06af \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0628\u0647 \u0633\u0648\u06cc SOM \u062a\u063a\u0630\u06cc\u0647 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0633\u067e\u0633 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0627\u0631\u0642\u0627\u0645 \u062f\u0648\u0628\u0639\u062f\u06ccRGB \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0631\u0646\u06af \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u062c\u062f\u0627\u0633\u0627\u0632\u06cc \u0648 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"942\" height=\"394\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0646\u0642\u0634\u0647-\u0647\u0627\u06cc-\u062e\u0648\u062f-\u0633\u0627\u0632\u0645\u0627\u0646-\u062f\u0647\u0646\u062f\u0647.jpg\" alt=\"\u0637\u0631\u0632 \u06a9\u0627\u0631 \u0646\u0642\u0634\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0633\u0627\u0632\u0645\u0627\u0646 \u062f\u0647\u0646\u062f\u0647\" class=\"wp-image-14540\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0646\u0642\u0634\u0647-\u0647\u0627\u06cc-\u062e\u0648\u062f-\u0633\u0627\u0632\u0645\u0627\u0646-\u062f\u0647\u0646\u062f\u0647.jpg 942w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0646\u0642\u0634\u0647-\u0647\u0627\u06cc-\u062e\u0648\u062f-\u0633\u0627\u0632\u0645\u0627\u0646-\u062f\u0647\u0646\u062f\u0647-300x125.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0646\u0642\u0634\u0647-\u0647\u0627\u06cc-\u062e\u0648\u062f-\u0633\u0627\u0632\u0645\u0627\u0646-\u062f\u0647\u0646\u062f\u0647-768x321.jpg 768w\" sizes=\"(max-width: 942px) 100vw, 942px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-8-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0628\u0627\u0648\u0631-\u0639\u0645\u06cc\u0642-dbns\"><span class=\"ez-toc-section\" id=\"%DB%B8-_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D8%A8%D8%A7%D9%88%D8%B1_%D8%B9%D9%85%DB%8C%D9%82_DBNs\"><\/span><strong>\u06f8- \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0628\u0627\u0648\u0631 \u0639\u0645\u06cc\u0642 (DBNs)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p style=\"text-align: justify;\">DBN \u0647\u0627 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0634\u0627\u0645\u0644 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u067e\u0646\u0647\u0627\u0646 \u062a\u0635\u0627\u062f\u0641\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u067e\u0646\u0647\u0627\u0646 \u062f\u0627\u0631\u0627\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u0627\u06cc\u0646\u0631\u06cc \u0647\u0633\u062a\u0646\u062f \u0648\u0627\u063a\u0644\u0628 \u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0646\u0647\u0627\u0646 \u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">DBN \u0647\u0627 \u062f\u0633\u062a\u0647 \u0627\u06cc \u0627\u0632 <a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-simplified-restricted-boltzmann-machines-ep-6\/\">\u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\u06cc Boltzmann<\/a> \u0628\u0627 \u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0628\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u0647\u0627 \u0647\u0633\u062a\u0646\u062f \u0648 \u0647\u0631 \u0644\u0627\u06cc\u0647 RBM \u060c \u0628\u0627 \u0647\u0631 \u062f\u0648 \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0642\u0628\u0644\u06cc \u0648 \u0628\u0639\u062f\u06cc \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0628\u0627\u0648\u0631 \u0639\u0645\u06cc\u0642 \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0648\u06cc\u062f\u06cc\u0648\u060c \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0636\u0628\u0637 \u062d\u0631\u06a9\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<h4 style=\"text-align: justify;\"><strong>\u0637\u0631\u0632 \u06a9\u0627\u0631 DBN \u0647\u0627 \u0686\u06af\u0648\u0646\u0647 \u0627\u0633\u062a\u061f<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0641\u0632\u0627\u06cc\u0646\u062f\u0647\u060c DBN \u0647\u0627 \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc \u062f\u0647\u062f. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0641\u0632\u0627\u06cc\u0646\u062f\u0647\u060c \u0627\u0632 \u06cc\u06a9 \u0631\u0648\u06cc\u0647 \u0644\u0627\u06cc\u0647 \u0628\u0647 \u0644\u0627\u06cc\u0647 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u062f\u0647\u06cc \u0627\u0632 \u0628\u0627\u0644\u0627 \u0628\u0647 \u067e\u0627\u06cc\u06cc\u0646 \u0648 \u0648\u0632\u0646 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">DBN \u0647\u0627 \u060c \u0642\u062f\u0645 \u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0646\u0645\u0648\u0646\u0647 \u0628\u0631\u062f\u0627\u0631\u06cc \u0627\u0632 \u06af\u06cc\u0628 \u0647\u0627 \u0628\u0631 \u0631\u0648\u06cc \u062f\u0648 \u0644\u0627\u06cc\u0647 \u067e\u0646\u0647\u0627\u0646 \u0628\u0627\u0644\u0627\u06cc\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f. \u0627\u06cc\u0646 \u06af\u0627\u0645\u060c \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0627\u0632 RBM \u0631\u0627 \u062a\u0631\u0633\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u062a\u0648\u0633\u0637 \u062f\u0648 \u0644\u0627\u06cc\u0647 \u067e\u0646\u0647\u0627\u0646 \u0628\u0627\u0644\u0627\u06cc\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p style=\"text-align: justify;\">DBN \u0647\u0627 \u060c\u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0627\u0632 \u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u06af\u0630\u0631 \u0627\u0632 \u0646\u0645\u0648\u0646\u0647 \u0628\u0631\u062f\u0627\u0631\u06cc \u0627\u062c\u062f\u0627\u062f\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0628\u0642\u06cc\u0647 \u0645\u062f\u0644\u060c\u0631\u0633\u0645 \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">DBN \u0647\u0627 \u060c \u06cc\u0627\u062f \u0645\u06cc \u06af\u06cc\u0631\u0646\u062f \u06a9\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u067e\u0646\u0647\u0627\u0646 \u062f\u0631 \u0647\u0631 \u0644\u0627\u06cc\u0647 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0627 \u06cc\u06a9 \u06af\u0630\u0631\u06af\u0627\u0647 \u067e\u0627\u06cc\u06cc\u0646 \u0628\u0647 \u0628\u0627\u0644\u0627 \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0634\u06a9\u0644 \u0632\u06cc\u0631\u060c \u0633\u0627\u062e\u062a\u0627\u0631 DBN \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f:<\/p>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"942\" height=\"388\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u0628\u0627\u0648\u0631-\u0639\u0645\u06cc\u0642.jpg\" alt=\"\u0637\u0631\u0632 \u06a9\u0627\u0631 \u0634\u0628\u06a9\u0647 \u0628\u0627\u0648\u0631 \u0639\u0645\u06cc\u0642\" class=\"wp-image-14541\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u0628\u0627\u0648\u0631-\u0639\u0645\u06cc\u0642.jpg 942w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u0628\u0627\u0648\u0631-\u0639\u0645\u06cc\u0642-300x124.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0634\u0628\u06a9\u0647-\u0628\u0627\u0648\u0631-\u0639\u0645\u06cc\u0642-768x316.jpg 768w\" sizes=\"(max-width: 942px) 100vw, 942px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-9-\u0645\u0627\u0634\u06cc\u0646-\u0647\u0627\u06cc-\u0628\u0648\u0644\u062a\u0632\u0645\u0646-\u0645\u062d\u062f\u0648\u062f-rbms\"><span class=\"ez-toc-section\" id=\"%DB%B9-_%D9%85%D8%A7%D8%B4%DB%8C%D9%86_%D9%87%D8%A7%DB%8C_%D8%A8%D9%88%D9%84%D8%AA%D8%B2%D9%85%D9%86_%D9%85%D8%AD%D8%AF%D9%88%D8%AF_RBMs\"><\/span>\u06f9- \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\u06cc \u0628\u0648\u0644\u062a\u0632\u0645\u0646 \u0645\u062d\u062f\u0648\u062f (RBMs)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u062a\u0648\u0633\u0637&nbsp; \u062c\u0641\u0631\u06cc \u0647\u06cc\u0646\u062a\u0648\u0646 \u062a\u0648\u0633\u0639\u0647 \u062f\u0627\u062f\u0647 \u0634\u062f. RBM \u0647\u0627 \u060c <a href=\"https:\/\/matlabprozhe.com\/%D8%A2%D9%85%D9%88%D8%B2%D8%B4-%D8%B4%D8%A8%DA%A9%D9%87-%D8%B9%D8%B5%D8%A8%DB%8C-%D8%AA%D8%B5%D8%A7%D8%AF%D9%81%DB%8C\/\" target=\"_blank\" rel=\"noopener\">\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u062a\u0635\u0627\u062f\u0641\u06cc<\/a> \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u06cc\u06a9 \u062a\u0648\u0632\u06cc\u0639 \u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u0628\u0631 \u0631\u0648\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">&nbsp;\u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u060c \u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f\u060c \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc\u060c \u0631\u06af\u0631\u0633\u06cc\u0648\u0646\u060c \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u062a\u0639\u0627\u0645\u0644\u06cc\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062e\u0635\u0648\u0635\u06cc\u062a \u0648 \u0645\u062f\u0644\u0633\u0627\u0632\u06cc \u0645\u0639\u0645\u0648\u0644\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. RBM \u0647\u0627&nbsp; \u0628\u0644\u0648\u06a9 \u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc DBN \u0647\u0627 \u0631\u0627 \u062a\u0634\u06a9\u06cc\u0644 \u0645\u06cc \u062f\u0647\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">RBM \u0647\u0627 \u0627\u0632 \u062f\u0648 \u0644\u0627\u06cc\u0647 \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0646\u062f:<\/p>\n<ul style=\"text-align: justify;\">\n<li>\u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u0622\u0634\u06a9\u0627\u0631<\/li>\n<li>\u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0646\u0647\u0627\u0646\u06cc<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">\u0647\u0631 \u0648\u0627\u062d\u062f \u0622\u0634\u06a9\u0627\u0631 \u0648 \u0642\u0627\u0628\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u0627\u06cc\u060c \u0628\u0627 \u062a\u0645\u0627\u0645 \u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0646\u0647\u0627\u0646\u06cc \u0645\u0631\u062a\u0628\u0637 \u0645\u06cc \u0634\u0648\u062f. RBM \u0647\u0627 \u06cc\u06a9 \u0648\u0627\u062d\u062f \u067e\u06cc\u0634 \u062f\u0627\u0648\u0631\u06cc \u062f\u0627\u0631\u0646\u062f \u06a9\u0647 \u0628\u0647 \u062a\u0645\u0627\u0645 \u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u0622\u0634\u06a9\u0627\u0631 \u0648 \u067e\u0646\u0647\u0627\u0646 \u0645\u0631\u062a\u0628\u0637 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0622\u0646 \u0647\u0627 \u0647\u06cc\u0686 \u06af\u0631\u0647 \u062e\u0631\u0648\u062c\u06cc \u0646\u062f\u0627\u0631\u0646\u062f.<\/p>\n<h4 style=\"text-align: justify;\"><strong>\u0637\u0631\u0632 \u06a9\u0627\u0631 RBM \u0647\u0627 \u0686\u06af\u0648\u0646\u0647 \u0627\u0633\u062a\u061f<\/strong><\/h4>\n<p style=\"text-align: justify;\">RBM \u0647\u0627 \u062f\u0627\u0631\u0627\u06cc \u062f\u0648 \u0645\u0631\u062d\u0644\u0647 \u067e\u0633 \u0634\u0645\u0627\u0631\u06cc \u0648 \u067e\u06cc\u0634 \u0634\u0645\u0627\u0631\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">RBM \u0647\u0627 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627 \u0631\u0627 \u0628\u0647 \u062e\u0648\u062f \u062c\u0630\u0628 \u0645\u06cc \u06a9\u0646\u0646\u062f \u0648 \u0622\u0646 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0627\u0639\u062f\u0627\u062f\u06cc \u06a9\u0647 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627 \u0631\u0627 \u062f\u0631 \u0641\u0627\u0632 \u067e\u06cc\u0634 \u0634\u0645\u0627\u0631\u06cc \u06a9\u062f \u06af\u0630\u0627\u0631\u06cc \u0645\u06cc \u0634\u0648\u062f\u060c \u062a\u0631\u062c\u0645\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">RBM \u0647\u0627 \u0647\u0631 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0628\u0627 \u0648\u0632\u0646 \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0648 \u06cc\u06a9 \u067e\u06cc\u0634 \u062f\u0627\u0648\u0631\u06cc \u0633\u0631\u062a\u0627\u0633\u0631\u06cc \u0648 \u062a\u0645\u0627\u0645 \u0639\u06cc\u0627\u0631 \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u060c \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u0628\u0647 \u0628\u062e\u0634 \u067e\u0646\u0647\u0627\u0646 \u0644\u0627\u06cc\u0647 \u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u067e\u0633 \u0634\u0645\u0627\u0631\u06cc\u060c RBM \u0647\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u0647\u0627\u06cc \u0627\u0632 \u0627\u0639\u062f\u0627\u062f \u0631\u0627 \u0645\u06cc \u06af\u06cc\u0631\u0646\u062f \u0648 \u0622\u0646 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627\u06cc \u062f\u0648\u0628\u0627\u0631\u0647 \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u0634\u062f\u0647 \u062a\u0631\u062c\u0645\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">RBM \u0647\u0627 \u0647\u0631 \u0641\u0639\u0627\u0644\u06cc\u062a \u0631\u0627 \u0628\u0627 \u0648\u0632\u0646 \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0648 \u067e\u06cc\u0634 \u062f\u0627\u0648\u0631\u06cc \u062a\u0645\u0627\u0645 \u0639\u06cc\u0627\u0631 \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u062f\u0627\u062f\u0647 \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u0645\u062c\u062f\u062f \u0628\u0647 \u0633\u0648\u06cc \u0644\u0627\u06cc\u0647 \u0642\u0627\u0628\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0644\u0627\u06cc\u0647&nbsp; \u0642\u0627\u0628\u0644 \u0645\u0634\u0627\u0647\u062f\u0647\u060cRBM\u060c \u0645\u0631\u062d\u0644\u0647 \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u0631\u0627 \u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u0622\u0646\u0627\u0644\u06cc\u0632 \u0645\u06cc\u0632\u0627\u0646 \u06a9\u06cc\u0641\u06cc\u062a \u0646\u062a\u06cc\u062c\u0647\u060c \u0628\u0627 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0634\u06a9\u0644 \u0632\u06cc\u0631\u060c \u0646\u0645\u0648\u062f\u0627\u0631\u06cc \u0627\u0632 \u0637\u0631\u0632 \u0639\u0645\u0644 RBM \u0647\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"757\" height=\"414\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0645\u0627\u0634\u06cc\u0646-\u0628\u0648\u0644\u062a\u0632\u0645\u0646-\u0645\u062d\u062f\u0648\u062f-\u0634\u062f\u0647.jpg\" alt=\"\u0637\u0631\u0632 \u06a9\u0627\u0631 \u0645\u0627\u0634\u06cc\u0646 \u0628\u0648\u0644\u062a\u0632\u0645\u0646 \u0645\u062d\u062f\u0648\u062f \u0634\u062f\u0647\" class=\"wp-image-14543\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0645\u0627\u0634\u06cc\u0646-\u0628\u0648\u0644\u062a\u0632\u0645\u0646-\u0645\u062d\u062f\u0648\u062f-\u0634\u062f\u0647.jpg 757w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u0645\u0627\u0634\u06cc\u0646-\u0628\u0648\u0644\u062a\u0632\u0645\u0646-\u0645\u062d\u062f\u0648\u062f-\u0634\u062f\u0647-300x164.jpg 300w\" sizes=\"(max-width: 757px) 100vw, 757px\" \/><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-10-\u062e\u0648\u062f-\u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627-autoencoder\"><span class=\"ez-toc-section\" id=\"%DB%B1%DB%B0-_%D8%AE%D9%88%D8%AF_%D8%B1%D9%85%D8%B2%DA%AF%D8%B0%D8%A7%D8%B1%D9%87%D8%A7_Autoencoder\"><\/span><strong>\u06f1\u06f0- \u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627<\/strong> <strong>(Autoencoder)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p style=\"text-align: justify;\"><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/understanding-autoencoders-using-tensorflow-python\/\" target=\"_blank\" rel=\"noopener\">\u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627<\/a>\u060c \u0646\u0648\u0639 \u062e\u0627\u0635\u06cc \u0627\u0632&nbsp; \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u067e\u06cc\u0634\u062e\u0648\u0631 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646\u060c \u0645\u06cc\u0632\u0627\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0648 \u062e\u0631\u0648\u062c\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u06cc\u06a9\u0633\u0627\u0646 \u0627\u0633\u062a. \u062c\u0641\u0631\u06cc \u0647\u06cc\u0646\u062a\u0648\u0646\u060c \u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0633\u0627\u0644 \u06f1\u06f9\u06f8\u06f0 \u0648 \u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0637\u0631\u0627\u062d\u06cc \u06a9\u0631\u062f. \u0622\u0646 \u0647\u0627 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0646\u062f \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0627\u0632 \u0644\u0627\u06cc\u0647 \u0648\u0631\u0648\u062f\u06cc \u0628\u0647 \u0633\u0645\u062a \u0644\u0627\u06cc\u0647 \u062e\u0631\u0648\u062c\u06cc \u06a9\u067e\u06cc \u0628\u0631\u062f\u0627\u0631\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0647\u062f\u0627\u0641\u06cc \u0647\u0645\u0686\u0648\u0646&nbsp; \u0627\u06a9\u062a\u0634\u0627\u0641\u0627\u062a \u067e\u0632\u0634\u06a9\u06cc\u060c \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627\u06cc \u0639\u0645\u0648\u0645\u06cc \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<h4 style=\"text-align: justify;\"><strong>\u0637\u0631\u0632 \u0639\u0645\u0644 \u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627 \u0686\u06af\u0648\u0646\u0647 \u0627\u0633\u062a\u061f<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627 \u0627\u0632 \u0633\u0647 \u0628\u062e\u0634 \u0627\u0635\u0644\u06cc \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a: \u0631\u0645\u0632 \u06af\u0630\u0627\u0631\u060c \u0631\u0645\u0632 \u0648 \u0631\u0645\u0632 \u06af\u0634\u0627.<\/p>\n<p style=\"text-align: justify;\">\u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0648\u0631\u0648\u062f\u06cc \u0648 \u062a\u0628\u062f\u06cc\u0644 \u0622\u0646 \u0628\u0647 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u0645\u062a\u0641\u0627\u0648\u062a \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0646\u062f. \u0622\u0646 \u0647\u0627 \u0633\u067e\u0633 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u0648\u0631\u0648\u062f\u06cc \u0627\u0635\u0644\u06cc \u0628\u0647 \u062f\u0642\u06cc\u0642 \u062a\u0631\u06cc\u0646 \u0634\u06a9\u0644 \u0645\u0645\u06a9\u0646 \u062a\u0644\u0627\u0634 \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0648\u0642\u062a\u06cc \u062a\u0635\u0648\u06cc\u0631 \u06cc\u06a9 \u0628\u0647 \u0637\u0648\u0631 \u0648\u0627\u0636\u062d \u0642\u0627\u0628\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u0646\u06cc\u0633\u062a\u060c \u0622\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0633\u0645\u062a \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627 \u062a\u063a\u0630\u06cc\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627 \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0627\u0648\u0644\u060c \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0631\u0645\u0632 \u06af\u0634\u0627\u06cc\u06cc \u0645\u06cc \u06a9\u0646\u0646\u062f\u061b \u0633\u067e\u0633 \u0627\u0646\u062f\u0627\u0632\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0648\u0686\u06a9\u062a\u0631 \u062a\u0642\u0644\u06cc\u0644 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627\u060c \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u0634\u062f\u0647 \u0631\u0645\u0632\u06af\u0634\u0627\u06cc\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631\u060c \u0637\u0631\u0632 \u06a9\u0627\u0631 \u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631\u0647\u0627 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"952\" height=\"390\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u062e\u0648\u062f-\u0631\u0645\u0632\u06af\u0630\u0627\u0631-\u0647\u0627.jpg\" alt=\"\u0637\u0631\u0632 \u06a9\u0627\u0631 \u062e\u0648\u062f \u0631\u0645\u0632\u06af\u0630\u0627\u0631 \u0647\u0627\" class=\"wp-image-14548\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u062e\u0648\u062f-\u0631\u0645\u0632\u06af\u0630\u0627\u0631-\u0647\u0627.jpg 952w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u062e\u0648\u062f-\u0631\u0645\u0632\u06af\u0630\u0627\u0631-\u0647\u0627-300x123.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2022\/05\/\u0637\u0631\u0632-\u06a9\u0627\u0631-\u062e\u0648\u062f-\u0631\u0645\u0632\u06af\u0630\u0627\u0631-\u0647\u0627-768x315.jpg 768w\" sizes=\"(max-width: 952px) 100vw, 952px\" \/><\/figure><\/div>\n\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%86%D8%AA%DB%8C%D8%AC%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C\"><\/span><strong>\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0641\u0646\u0627\u0648\u0631\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642\u060c \u062f\u0631 \u0637\u06cc \u067e\u0646\u062c \u0633\u0627\u0644 \u062a\u06a9\u0627\u0645\u0644 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a \u0648 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0635\u0646\u0627\u06cc\u0639 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06af\u0631 \u0634\u0645\u0627 \u062c\u0633\u062a\u062c\u0648\u06cc\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u062d\u0631\u0641\u0647 \u0647\u06cc\u062c\u0627\u0646 \u0627\u0646\u06af\u06cc\u0632 \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647 \u0628\u0627\u0634\u06cc\u062f \u0648 \u0628\u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u0631 \u0645\u0648\u0631\u062f \u0646\u062d\u0648\u0647 \u06a9\u0627\u0631 \u0628\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0686\u06cc\u0632\u06cc \u0628\u062f\u0627\u0646\u06cc\u062f \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 \u062f\u0648\u0631\u0647 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0645\u0634\u0627\u0631\u06a9\u062a \u06a9\u0646\u06cc\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 \u0645\u0648\u0631\u062f \u0633\u0648\u0627\u0644 \u0647\u0627\u06cc \u0645\u06a9\u0631\u0631 \u067e\u0631\u0633\u06cc\u062f\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0645\u0635\u0627\u062d\u0628\u0647 \u0647\u0627 \u062c\u0633\u062a\u062c\u0648 \u0648 \u06a9\u0627\u0648\u0634 \u06a9\u0646\u06cc\u062f \u0648 \u0648\u0627\u0631\u062f \u062d\u0631\u0641\u0647 \u0639\u0644\u0645 \u062f\u0627\u062f\u0647 \u0634\u0648\u06cc\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06af\u0631 \u0634\u0645\u0627 \u0628\u0639\u062f \u0627\u0632 \u062e\u0648\u0627\u0646\u062f\u0646 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0633\u0648\u0627\u0644\u0627\u062a\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0631\u0627\u06cc\u062a\u0627\u0646 \u067e\u06cc\u0634 \u0622\u0645\u062f\u0647 \u0627\u0633\u062a \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 \u0628\u062e\u0634 \u0646\u0638\u0631\u0633\u0646\u062c\u06cc \u0634\u0631\u06a9\u062a \u06a9\u0631\u062f\u0647 \u0648 \u0633\u0648\u0627\u0644\u0627\u062a \u062e\u0648\u062f \u0631\u0627 \u0645\u0637\u0631\u062d \u06a9\u0646\u06cc\u062f.<\/p>\n<p><strong>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f :<\/strong><\/p>\n\n\n<div class=\"wp-block-columns has-vivid-green-cyan-color has-text-color is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<ul class=\"wp-block-yoast-seo-related-links\"><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/understanding-neural-networks\/\">\u062f\u0631\u06a9 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/machine-learning-is-fun-part-7\/\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062c\u0630\u0627\u0628 \u0627\u0633\u062a! \u0642\u0633\u0645\u062a \u0647\u0641\u062a\u0645 : \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0628\u0627\u0632\u06cc \u06f8 \u0628\u06cc\u062a\u06cc<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/keras-generative-adversarial-networks-image-deblurring\/\">\u06a9\u0627\u0631\u0628\u0631\u062f \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc ( GAN ) \u0628\u0627 Keras \u062f\u0631 \u0645\u0627\u062a \u0632\u062f\u0627\u06cc\u06cc \u062a\u0635\u0648\u06cc\u0631<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/deep-learning-terminologies\/\">\u06f2\u06f0 \u0627\u0635\u0637\u0644\u0627\u062d \u0641\u0646\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u062f\u0627\u0646\u06cc\u062f<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/understanding-generative-adversarial-networks-gan\/\">\u0645\u0641\u0647\u0648\u0645 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc  (GAN) &#8211; Generative Adversarial Networks<\/a><\/li><\/ul>\n<\/div>\n<\/div>\n\n\n<a href=\"#\" class=\"shortc-button small blue \">\u0645\u0646\u0628\u0639<\/a> <a href=\"https:\/\/www.simplilearn.com\/tutorials\/deep-learning-tutorial\/deep-learning-algorithm\" target=\"_blank\" class=\"shortc-button small gray \" rel=\"noopener\">Simplilearn<\/a>\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;right&quot;,&quot;id&quot;:&quot;14285&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;10 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0631\u062a\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062f\u0631 \u0633\u0627\u0644 2022&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062f\u0631 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0639\u0644\u0645\u06cc \u0645\u062d\u0628\u0648\u0628\u06cc\u062a \u0628\u0633\u06cc\u0627\u0631\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a \u0648 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc\u0634 \u0628\u0647 \u0637\u0648\u0631 \u0648\u0633\u06cc\u0639\u06cc \u062a\u0648\u0633\u0637 \u0635\u0646\u0627\u06cc\u0639\u06cc \u06a9\u0647 \u0628\u0627 \u0645\u0633\u0627\u0626\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0633\u0631 \u0648 \u06a9\u0627\u0631 \u062f\u0627\u0631\u0646\u062f\u060c \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u062f. \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0648\u0638\u0627\u06cc\u0641 \u062e\u0627\u0635 \u062e\u0648\u062f \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0686\u06cc\u0633\u062a\u061f\u062a\u0639\u0631\u06cc\u0641 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc &hellip;<\/p>\n","protected":false},"author":22,"featured_media":14836,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"categories":[19,18],"tags":[101,86],"class_list":["post-14285","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-deep-learning","category-edu","tag-101","tag-86"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/14285","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/users\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=14285"}],"version-history":[{"count":17,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/14285\/revisions"}],"predecessor-version":[{"id":16147,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/14285\/revisions\/16147"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/14836"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=14285"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=14285"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=14285"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}