{"id":9268,"date":"2020-11-09T12:20:24","date_gmt":"2020-11-09T08:50:24","guid":{"rendered":"https:\/\/shahaab-co.com\/mag\/?p=9268"},"modified":"2020-11-09T13:20:11","modified_gmt":"2020-11-09T09:50:11","slug":"deep-learning-terminologies","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/edu\/ml\/deep-learning-terminologies\/","title":{"rendered":"\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"},"content":{"rendered":"<p style=\"text-align: justify\">\u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u060c \u0628\u0627 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u0644\u0627\u0633\u06cc\u06a9 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0622\u0634\u0646\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u0634\u062f. \u0686\u0631\u0627 \u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0648 \u062d\u06cc\u0627\u062a\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p style=\"text-align: justify\">\u067e\u0633 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0631\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"536\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0622\u0634\u0646\u0627\u06cc\u06cc-\u0628\u0627-\u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-1024x536.jpg\" alt=\"\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642\" class=\"wp-image-9362\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0622\u0634\u0646\u0627\u06cc\u06cc-\u0628\u0627-\u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-1024x536.jpg 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0622\u0634\u0646\u0627\u06cc\u06cc-\u0628\u0627-\u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-300x157.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0622\u0634\u0646\u0627\u06cc\u06cc-\u0628\u0627-\u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-768x402.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0622\u0634\u0646\u0627\u06cc\u06cc-\u0628\u0627-\u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div>\n<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 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href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/deep-learning-terminologies\/#%DB%B7-_%DA%AF%D8%B1%D8%A7%D8%AF%DB%8C%D8%A7%D9%86_%D9%86%D8%B2%D9%88%D9%84%DB%8C\" >\u06f7- \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc<\/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\/ml\/deep-learning-terminologies\/#%DB%B8-_%D9%86%D8%B1%D8%AE_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C\" >\u06f8- \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc<\/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\/ml\/deep-learning-terminologies\/#%DB%B9-_%D9%BE%D8%B3_%D8%A7%D9%86%D8%AA%D8%B4%D8%A7%D8%B1_Backpropagation\" >\u06f9- \u067e\u0633 \u0627\u0646\u062a\u0634\u0627\u0631 ( Backpropagation )<\/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\/ml\/deep-learning-terminologies\/#%DB%B1%DB%B0-_%D8%AF%D8%B3%D8%AA%D9%87_%D9%87%D8%A7_Batch\" >\u06f1\u06f0- \u062f\u0633\u062a\u0647 \u0647\u0627 ( Batch )<\/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\/ml\/deep-learning-terminologies\/#%DB%B1%DB%B1-_%D8%AF%D9%88%D8%B1%D9%87_%D9%87%D8%A7_epoch\" >\u06f1\u06f1- \u062f\u0648\u0631\u0647 \u0647\u0627 ( epoch )<\/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\/ml\/deep-learning-terminologies\/#%DB%B1%DB%B2-_%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_MLP\" >\u06f1\u06f2- \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647 ( MLP )<\/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\/ml\/deep-learning-terminologies\/#%DB%B1%DB%B3-_%D9%86%D9%88%D8%B1%D9%88%D9%86_%D8%A8%D8%A7%D8%B2%DA%AF%D8%B4%D8%AA%DB%8C\" >\u06f1\u06f3- \u0646\u0648\u0631\u0648\u0646 \u0628\u0627\u0632\u06af\u0634\u062a\u06cc<\/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\/ml\/deep-learning-terminologies\/#%DB%B1%DB%B4-_%D8%B4%D8%A8%DA%A9%D9%87_%D8%B9%D8%B5%D8%A8%DB%8C_%D8%A8%D8%A7%D8%B2%DA%AF%D8%B4%D8%AA%DB%8C_RNN\" >\u06f1\u06f4- \u0634\u0628\u06a9\u0647 \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-16\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/deep-learning-terminologies\/#%DB%B1%DB%B5-_%D9%85%D8%B3%D8%A6%D9%84%D9%87_%D9%85%D8%AD%D9%88_%D8%B4%D8%AF%DA%AF%DB%8C_%DA%AF%D8%B1%D8%A7%D8%AF%DB%8C%D8%A7%D9%86_Vanishing_Gradient\" >\u06f1\u06f5- \u0645\u0633\u0626\u0644\u0647 \u0645\u062d\u0648 \u0634\u062f\u06af\u06cc \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 ( Vanishing Gradient )<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/deep-learning-terminologies\/#%DB%B1%DB%B6-_%D9%85%D8%B3%D8%A6%D9%84%D9%87_%D8%A7%D9%86%D9%81%D8%AC%D8%A7%D8%B1_%DA%AF%D8%B1%D8%A7%D8%AF%DB%8C%D8%A7%D9%86_Exploding_Gradient\" >\u06f1\u06f6- \u0645\u0633\u0626\u0644\u0647 \u0627\u0646\u0641\u062c\u0627\u0631 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 ( Exploding Gradient )<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/deep-learning-terminologies\/#%DB%B1%DB%B7-_Pooling\" >\u06f1\u06f7- Pooling<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/deep-learning-terminologies\/#%DB%B1%DB%B8-_%D9%84%D8%A7%DB%8C%D9%87_%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_Padding\" >\u06f1\u06f8- \u0644\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631\u06cc (Padding)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/deep-learning-terminologies\/#%DB%B1%DB%B9-_%D8%AF%D8%A7%D8%AF%D9%87_%D8%A7%D9%81%D8%B2%D8%A7%DB%8C%DB%8C_Data_Augmentation\" >\u06f1\u06f9- \u062f\u0627\u062f\u0647 \u0627\u0641\u0632\u0627\u06cc\u06cc ( Data Augmentation )<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/deep-learning-terminologies\/#%DB%B2%DB%B0-_Softmax\" >\u06f2\u06f0- Softmax<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/deep-learning-terminologies\/#%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%85%D9%82%D8%AF%D9%85%D9%87_%D8%A7%DB%8C_%D8%A8%D8%B1_%D8%A7%D8%B5%D8%B7%D9%84%D8%A7%D8%AD%D8%A7%D8%AA_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%B9%D9%85%DB%8C%D9%82\"><\/span><strong>\u0645\u0642\u062f\u0645\u0647 \u0627\u06cc \u0628\u0631 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%DB%B1-_%D8%B4%D8%A8%DA%A9%D9%87_%D8%B9%D8%B5%D8%A8%DB%8C\"><\/span><strong>\u06f1- \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0646\u0642\u0634 \u0633\u062a\u0648\u0646 \u0641\u0642\u0631\u0627\u062a \u0631\u0627 \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0647\u062f\u0641 \u0634\u0628\u06a9\u0647 \u06cc \u0639\u0635\u0628\u06cc\u060c \u062a\u0642\u0631\u06cc\u0628 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0645\u062c\u0647\u0648\u0644 \u0627\u0633\u062a. \u0634\u0628\u06a9\u0647 \u06cc \u0639\u0635\u0628\u06cc \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u0628\u0647\u0645 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u0646\u0648\u0631\u0648\u0646 \u0647\u0627 \u062f\u0627\u0631\u0627\u06cc \u0648\u0632\u0646 \u0647\u0627 \u0648 \u0628\u0627\u06cc\u0627\u0633 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0628\u0627\u06cc\u062f \u062f\u0631 \u0637\u0648\u0644 \u0622\u0645\u0648\u0632\u0634 \u0634\u0628\u06a9\u0647 \u060c \u0628\u0631 \u0627\u0633\u0627\u0633 \u062e\u0637\u0627 \u0647\u0627\u060c \u0628\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0634\u0648\u0646\u062f. \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644\u0633\u0627\u0632\u06cc \u06cc\u06a9 \u062a\u0628\u062f\u06cc\u0644 \u063a\u06cc\u0631\u062e\u0637\u06cc \u0628\u0631 \u0631\u0648\u06cc \u062a\u0631\u06a9\u06cc\u0628 \u062e\u0637\u06cc \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647\u060c \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u062f. \u0645\u062c\u0645\u0648\u0639 \u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u0641\u0639\u0627\u0644 \u0634\u062f\u0647\u060c \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u0634\u06a9\u0644 \u0645\u06cc \u062f\u0647\u0646\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DB%B2-_%D9%84%D8%A7%DB%8C%D9%87_%D9%88%D8%B1%D9%88%D8%AF%DB%8C_%D9%84%D8%A7%DB%8C%D9%87_%D8%AE%D8%B1%D9%88%D8%AC%DB%8C_%D9%84%D8%A7%DB%8C%D9%87_%D9%BE%D9%86%D9%87%D8%A7%D9%86\"><\/span><strong>\u06f2- \u0644\u0627\u06cc\u0647 \u0648\u0631\u0648\u062f\u06cc \/ \u0644\u0627\u06cc\u0647 \u062e\u0631\u0648\u062c\u06cc \/ \u0644\u0627\u06cc\u0647 \u067e\u0646\u0647\u0627\u0646<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0645\u0628\u062d\u062b \u0644\u0627\u06cc\u0647 \u0647\u0627 \u0627\u0632 \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0645\u0628\u0627\u062d\u062b \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0627\u0633\u062a. \u0644\u0627\u06cc\u0647 \u0648\u0631\u0648\u062f\u06cc 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size-large\"><img decoding=\"async\" width=\"445\" height=\"191\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0644\u0627\u06cc\u0647-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc.jpg\" alt=\"\u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc\" class=\"wp-image-9343\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0644\u0627\u06cc\u0647-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc.jpg 445w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0644\u0627\u06cc\u0647-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-300x129.jpg 300w\" sizes=\"(max-width: 445px) 100vw, 445px\" \/><\/figure><\/div>\n\n\n<h3><span class=\"ez-toc-section\" id=\"%DB%B3-_%D9%86%D9%88%D8%B1%D9%88%D9%86\"><\/span><strong>\u06f3- 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https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0646\u0631\u0648\u0646-\u0647\u0627-300x188.jpg 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify\">\u062d\u0648\u0632\u0647 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0646\u06cc\u0632 \u0628\u0647 \u0647\u0645\u06cc\u0646 \u0634\u06a9\u0644 \u0627\u0633\u062a. \u06cc\u06a9 \u0646\u0648\u0631\u0648\u0646 \u06cc\u06a9 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0645\u06cc \u06af\u06cc\u0631\u062f\u060c \u0622\u0646 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0631\u062f\u0647 \u0648 \u0633\u067e\u0633 \u06cc\u06a9 \u062e\u0631\u0648\u062c\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0622\u0646 \u0631\u0627 \u06cc\u0627 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647 \u0633\u0627\u06cc\u0631 \u0646\u0648\u0631\u0648\u0646 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\u0645\u062b\u0627\u0644:<\/strong><\/p>\n<p style=\"text-align: justify\">\u0627\u06af\u0631 \u062f\u0631 \u0635\u0648\u0631\u062a\u06cc \u06a9\u0647 \u06cc\u06a9 \u0646\u0648\u0631\u0648\u0646 \u062f\u0648 \u0648\u0631\u0648\u062f\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u060c \u0628\u0627\u06cc\u062f \u0628\u0647 \u0647\u0631 \u0648\u0631\u0648\u062f\u06cc \u06cc\u06a9 \u0648\u0632\u0646 \u0645\u0631\u062a\u0628\u0637 \u0627\u062e\u062a\u0635\u0627\u0635 \u062f\u0647\u06cc\u0645. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u060c \u0645\u0627 \u0628\u0627\u06cc\u062f \u0648\u0632\u0646 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u062a\u0635\u0627\u062f\u0641\u06cc \u0645\u0642\u062f\u0627\u0631\u062f\u0647\u06cc \u0627\u0648\u0644\u06cc\u0647 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0627\u06cc\u0646 \u0648\u0632\u0646 \u0647\u0627 \u062f\u0631 \u0637\u06cc \u0645\u0631\u0627\u062d\u0644 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u060c \u0628\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0634\u0648\u0646\u062f. \u067e\u0633 \u0627\u0632 \u0634\u0631\u0648\u0639 \u0641\u0631\u0627\u06cc\u0646\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc\u060c \u0634\u0628\u06a9\u0647\u200c\u06cc \u0639\u0635\u0628\u06cc \u0628\u0647 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0632 \u0646\u0638\u0631\u0634 \u0645\u0647\u0645\u062a\u0631 \u0647\u0633\u062a\u0646\u062f\u060c \u0648\u0632\u0646 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u0627\u062e\u062a\u0635\u0627\u0635 \u0645\u06cc \u062f\u0647\u062f. \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0641\u0631\u0636 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 a \u0648\u0631\u0648\u062f\u06cc \u0648 \u0648\u0632\u0646 \u0627\u062e\u062a\u0635\u0627\u0635 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0628\u0647 \u0622\u0646 W1 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u0648\u0631\u0648\u062f\u06cc \u067e\u0633 \u0627\u0632 \u0639\u0628\u0648\u0631 \u0627\u0632 \u06af\u0631\u0647 \u0628\u0647 a*W1 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"383\" height=\"253\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0648\u0631\u0646-\u0646\u0648\u0631\u0648\u0646-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc.jpg\" alt=\"\u0648\u0631\u0646 \u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc\" class=\"wp-image-9345\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0648\u0631\u0646-\u0646\u0648\u0631\u0648\u0646-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc.jpg 383w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0648\u0631\u0646-\u0646\u0648\u0631\u0648\u0646-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-300x198.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0648\u0631\u0646-\u0646\u0648\u0631\u0648\u0646-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-310x205.jpg 310w\" sizes=\"(max-width: 383px) 100vw, 383px\" \/><\/figure><\/div>\n\n\n<h3 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"%DB%B5-_%D8%A8%D8%A7%DB%8C%D8%A7%D8%B3\"><\/span><strong>\u06f5- \u0628\u0627\u06cc\u0627\u0633<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0645\u0627 \u0628\u0627\u06cc\u062f \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0648\u0632\u0646 \u060c \u06cc\u06a9 \u0645\u0648\u0644\u0641\u0647 \u062e\u0637\u06cc \u062f\u06cc\u06af\u0631 \u0628\u0646\u0627\u0645 \u0628\u0627\u06cc\u0627\u0633 \u0628\u0647 \u0648\u0631\u0648\u062f\u06cc \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u0645. \u0628\u0627\u06cc\u0627\u0633 \u0628\u0647 \u062d\u0627\u0635\u0644 \u0636\u0631\u0628 \u0648\u0632\u0646 \u062f\u0631 \u0648\u0631\u0648\u062f\u06cc \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u0634\u0648\u062f. \u062f\u0631\u0648\u0627\u0642\u0639 \u0628\u0647 \u0645\u0642\u062f\u0627\u0631 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u0634\u0648\u062f \u062a\u0627 \u0645\u062d\u062f\u0648\u062f\u0647 \u06cc \u0645\u0642\u062f\u0627\u0631 \u062d\u0627\u0635\u0644 \u0634\u062f\u0647 \u0627\u0632 \u0636\u0631\u0628 \u0648\u0632\u0646 \u062f\u0631 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u062f. \u0628\u0647 \u0645\u062d\u0636 \u0627\u0636\u0627\u0641\u0647 \u0634\u062f\u0646 \u0628\u0627\u06cc\u0627\u0633 \u060c \u0645\u0642\u062f\u0627\u0631 \u0645\u0627 \u0628\u0647 a * W1+ bias \u062a\u063a\u06cc\u06cc\u0631 \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f. \u0644\u0630\u0627 \u0627\u06cc\u0646 \u06cc\u06a9 \u062c\u0632 \u062e\u0637\u06cc \u0627\u0632 \u062a\u0628\u062f\u06cc\u0644 \u0648\u0631\u0648\u062f\u06cc \u0627\u0633\u062a.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DB%B6-_%D8%AA%D8%A7%D8%A8%D8%B9_%D9%81%D8%B9%D8%A7%D9%84%D8%B3%D8%A7%D8%B2%DB%8C\"><\/span><strong>\u06f6- \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644\u0633\u0627\u0632\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"462\" height=\"269\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u062a\u0627\u0628\u0639-\u0641\u0639\u0627\u0644-\u0633\u0627\u0632\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc.jpg\" alt=\"\u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc\" class=\"wp-image-9346\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u062a\u0627\u0628\u0639-\u0641\u0639\u0627\u0644-\u0633\u0627\u0632\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc.jpg 462w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u062a\u0627\u0628\u0639-\u0641\u0639\u0627\u0644-\u0633\u0627\u0632\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-300x175.jpg 300w\" sizes=\"(max-width: 462px) 100vw, 462px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify\">\u0628\u0647 \u0645\u062d\u0636 \u0627\u06cc\u0646 \u06a9\u0647 \u0645\u0648\u0644\u0641\u0647 \u062e\u0637\u06cc \u0631\u0627 \u0628\u0647 \u0648\u0631\u0648\u062f\u06cc \u0627\u0639\u0645\u0627\u0644 \u06a9\u0631\u062f\u06cc\u0645\u060c \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u063a\u06cc\u0631\u062e\u0637\u06cc \u0631\u0648\u06cc \u0622\u0646 \u0627\u0639\u0645\u0627\u0644 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644\u0633\u0627\u0632\u06cc \u0631\u0648\u06cc \u062a\u0631\u06a9\u06cc\u0628 \u062e\u0637\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f. \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648 \u060c \u0627\u06cc\u0646 \u0633\u06cc\u06af\u0646\u0627\u0644 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0628\u0647 \u0633\u06cc\u06af\u0646\u0627\u0644 \u0647\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify\">\u062e\u0631\u0648\u062c\u06cc \u067e\u0633 \u0627\u0632 \u0627\u0639\u0645\u0627\u0644 \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644\u0633\u0627\u0632\u06cc \u0686\u06cc\u0632\u06cc \u0634\u0628\u06cc\u0647 f (a * W1 + b) \u0627\u0633\u062a \u06a9\u0647 () f \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644\u0633\u0627\u0632\u06cc \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify\">\u062f\u0631 \u0646\u0645\u0648\u062f\u0627\u0631 \u0632\u06cc\u0631 n \u0648\u0631\u0648\u062f\u06cc \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a X1 \u062a\u0627 Xn \u0647\u0633\u062a\u0646\u062f \u0648 \u0648\u0632\u0646 \u0645\u062a\u0646\u0627\u0638\u0631 Wk1 \u062a\u0627 Wkn \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0645\u0627 \u0628\u0627\u06cc\u0627\u0633\u06cc \u0628\u0647 \u0646\u0627\u0645 bk \u062f\u0627\u0631\u06cc\u0645. \u0627\u0628\u062a\u062f\u0627 \u0628\u0627\u06cc\u062f \u0648\u0632\u0646 \u0647\u0627 \u0631\u0627 \u0628\u0627 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647 \u0636\u0631\u0628 \u06a9\u0646\u06cc\u0645\u060c \u0633\u067e\u0633 \u0628\u0627\u06cc\u0627\u0633 \u0631\u0627 \u0628\u0647 \u062d\u0627\u0635\u0644 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0628\u0647 u \u0628\u0631\u0633\u06cc\u0645.<\/p>\n<p style=\"text-align: center\"><strong>u = <u>\u2211<\/u>w * x + b<\/strong><\/p>\n<p style=\"text-align: justify\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644\u0633\u0627\u0632\u06cc \u0628\u0627\u06cc\u062f \u062f\u0631 u \u0627\u0639\u0645\u0627\u0644 \u0634\u0648\u062f\u060c \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631 \u062f\u0627\u0631\u06cc\u0645 f (u) \u060c \u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0645\u0627 \u062e\u0631\u0648\u062c\u06cc \u0646\u0647\u0627\u06cc\u06cc \u0646\u0648\u0631\u0648\u0646 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a yk = f (u) \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u0645.<\/p>\n<h3 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"%DB%B7-_%DA%AF%D8%B1%D8%A7%D8%AF%DB%8C%D8%A7%D9%86_%D9%86%D8%B2%D9%88%D9%84%DB%8C\"><\/span><strong>\u06f7- \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0645\u0627 \u0627\u0632 <a href=\"https:\/\/fa.wikipedia.org\/wiki\/%DA%AF%D8%B1%D8%A7%D8%AF%DB%8C%D8%A7%D9%86_%DA%A9%D8%A7%D9%87%D8%B4%DB%8C\" target=\"_blank\" rel=\"noopener noreferrer\">\u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc<\/a> ( Gradient Descent ) \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u0631\u0633\u0627\u0646\u062f\u0646 \u0647\u0632\u06cc\u0646\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p style=\"text-align: justify\">\u0627\u0632 \u0646\u0638\u0631 \u0631\u06cc\u0627\u0636\u06cc \u060c \u0628\u0631\u0627\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u062d\u062f\u0627\u0642\u0644 \u0645\u062d\u0644\u06cc \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u060c \u0628\u0627\u06cc\u062f \u06af\u0627\u0645 \u0647\u0627\u06cc\u06cc \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0645\u0646\u0641\u06cc \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u062a\u0627\u0628\u0639 \u0637\u06cc \u0634\u0648\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"703\" height=\"366\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u06af\u0631\u0627\u062f\u06cc\u0627\u0646-\u0646\u0632\u0648\u0644\u06cc.jpg\" alt=\"\u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc\" class=\"wp-image-9347\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u06af\u0631\u0627\u062f\u06cc\u0627\u0646-\u0646\u0632\u0648\u0644\u06cc.jpg 703w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u06af\u0631\u0627\u062f\u06cc\u0627\u0646-\u0646\u0632\u0648\u0644\u06cc-300x156.jpg 300w\" sizes=\"(max-width: 703px) 100vw, 703px\" \/><\/figure><\/div>\n\n\n<h3><span class=\"ez-toc-section\" id=\"%DB%B8-_%D9%86%D8%B1%D8%AE_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C\"><\/span><strong>\u06f8- \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"459\" height=\"414\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0646\u0631\u062e-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc.jpg\" alt=\"\u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc\" class=\"wp-image-9348\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0646\u0631\u062e-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc.jpg 459w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0646\u0631\u062e-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-300x271.jpg 300w\" sizes=\"(max-width: 459px) 100vw, 459px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: justify\">\u0645\u06cc \u062a\u0648\u0627\u0646 \u06af\u0641\u062a \u06a9\u0647 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u060c \u0645\u0642\u062f\u0627\u0631 \u062d\u062f\u0627\u0642\u0644 \u0633\u0627\u0632\u06cc \u062a\u0627\u0628\u0639 \u0647\u0632\u06cc\u0646\u0647 \u062f\u0631 \u0647\u0631 \u062a\u06a9\u0631\u0627\u0631 \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0627\u06cc\u062f \u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u0627\u0646\u062a\u062e\u0627\u0628 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0631\u0627\u0642\u0628 \u0628\u0648\u062f. \u0632\u06cc\u0631\u0627 \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u0628\u0627\u06cc\u062f \u0622\u0646\u0642\u062f\u0631 \u0628\u0632\u0631\u06af \u0628\u0627\u0634\u062f \u06a9\u0647 \u062d\u0627\u0644\u062a \u0628\u0647\u06cc\u0646\u0647 \u0631\u0627 \u0631\u062f \u06a9\u0646\u06cc\u0645 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0646\u0628\u0627\u06cc\u062f \u0622\u0646\u0642\u062f\u0631 \u06a9\u0648\u0686\u06a9 \u0628\u0627\u0634\u062f \u06a9\u0647 \u0647\u0645\u06af\u0631\u0627\u06cc\u06cc \u0634\u0628\u06a9\u0647 \u062e\u06cc\u0644\u06cc \u0632\u06cc\u0627\u062f \u0637\u0648\u0644 \u0628\u06a9\u0634\u062f.<\/p>\n<h3 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"%DB%B9-_%D9%BE%D8%B3_%D8%A7%D9%86%D8%AA%D8%B4%D8%A7%D8%B1_Backpropagation\"><\/span><strong>\u06f9- \u067e\u0633 \u0627\u0646\u062a\u0634\u0627\u0631 ( <\/strong><strong>Backpropagation<\/strong><strong> )<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0628\u062e\u0648\u0627\u0647\u06cc\u0645 \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u0645\u060c \u0648\u0632\u0646 \u0647\u0627 \u0648 \u0628\u0627\u06cc\u0627\u0633 \u062a\u0635\u0627\u062f\u0641\u06cc \u0631\u0627 \u0628\u0647 \u06af\u0631\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0627\u062e\u062a\u0635\u0627\u0635 \u0645\u06cc \u062f\u0647\u06cc\u0645. \u0647\u0645\u0686\u0646\u06cc\u0646 \u060c \u0628\u0647 \u0645\u062d\u0636 \u062f\u0631\u06cc\u0627\u0641\u062a \u062e\u0631\u0648\u062c\u06cc \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0647 \u06a9\u0645\u06a9 \u0622\u0646\u060c \u0645\u0642\u062f\u0627\u0631 \u062e\u0637\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u0645.<\/p>\n<p style=\"text-align: justify\">\u062f\u0631 <a href=\"https:\/\/fa.wikipedia.org\/wiki\/%D9%BE%D8%B3%E2%80%8C%D8%A7%D9%86%D8%AA%D8%B4%D8%A7%D8%B1\" target=\"_blank\" rel=\"noopener noreferrer\">\u067e\u0633 \u0627\u0646\u062a\u0634\u0627\u0631<\/a> \u060c \u062c\u0647\u062a \u062d\u0631\u06a9\u062a \u0634\u0628\u06a9\u0647 \u0631\u0648 \u0628\u0647 \u0639\u0642\u0628 \u0627\u0633\u062a\u060c \u062e\u0637\u0627 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0627\u0632 \u0644\u0627\u06cc\u0647 \u0628\u06cc\u0631\u0648\u0646 \u0628\u0647 \u062f\u0627\u062e\u0644 \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u067e\u0646\u0647\u0627\u0646 \u0628\u0627\u0632\u0645\u06cc\u200c\u06af\u0631\u062f\u0646\u062f \u062a\u0627 \u0648\u0632\u0646 \u0647\u0627 \u0628\u0631\u0627\u0633\u0627\u0633 \u0622\u0646 \u0647\u0627 \u0628\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<h3 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"%DB%B1%DB%B0-_%D8%AF%D8%B3%D8%AA%D9%87_%D9%87%D8%A7_Batch\"><\/span><strong>\u06f1\u06f0- \u062f\u0633\u062a\u0647 \u0647\u0627 ( <\/strong><strong>Batch<\/strong><strong> )<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u062f\u0627\u0631\u06cc\u0645 \u06cc\u06a9 \u0634\u0628\u06a9\u0647\u200c\u06cc \u0639\u0635\u0628\u06cc \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645\u060c \u0628\u0647 \u062c\u0627\u06cc \u0627\u0631\u0633\u0627\u0644 \u06a9\u0644 \u0648\u0631\u0648\u062f\u06cc\u060c \u0622\u0646 \u0631\u0627 \u0628\u0647 \u062f\u0633\u062a\u0647 \u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u0628\u0627 \u0627\u0646\u062f\u0627\u0632\u0647 \u06cc \u06cc\u06a9\u0633\u0627\u0646 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u062f\u0633\u062a\u0647 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u0628\u0627\u0639\u062b \u062a\u0639\u0645\u06cc\u0645 \u0628\u06cc\u0634\u062a\u0631 \u0645\u062f\u0644 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<h3 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"%DB%B1%DB%B1-_%D8%AF%D9%88%D8%B1%D9%87_%D9%87%D8%A7_epoch\"><\/span><strong>\u06f1\u06f1- \u062f\u0648\u0631\u0647 \u0647\u0627 ( <\/strong><strong>epoch<\/strong><strong> )<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062a\u06a9\u0631\u0627\u0631 \u0622\u0645\u0648\u0632\u0634\u06cc \u0648\u0627\u062d\u062f \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u0645. \u06cc\u06a9 \u062f\u0648\u0631\u0647 \u060c \u0628\u0647 \u06cc\u06a9 \u062a\u06a9\u062b\u06cc\u0631 \u0631\u0641\u062a \u0648 \u0628\u0631\u06af\u0634\u062a \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0627\u0634\u0627\u0631\u0647 \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u062f\u0648\u0631\u0647 \u060c \u06cc\u06a9 \u0646\u0634\u0631 \u0631\u0648 \u0628\u0647 \u062c\u0644\u0648 \u0648 \u067e\u0633 \u0627\u0646\u062a\u0634\u0627\u0631 \u06a9\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0627\u0633\u062a.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DB%B1%DB%B2-_%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_MLP\"><\/span><strong>\u06f1\u06f2- \u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647 ( <\/strong><strong>MLP<\/strong><strong> )<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0645\u0627 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0645\u0633\u0627\u0626\u0644 \u0628\u0633\u06cc\u0627\u0631 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0628\u0627 \u06cc\u06a9 \u0646\u0648\u0631\u0648\u0646 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062e\u0631\u0648\u062c\u06cc \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u0627\u0632 \u067e\u0634\u062a\u0647 \u0647\u0627\u06cc \u0646\u0648\u0631\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u062f\u0631 \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0633\u0627\u062f\u0647\u060c \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u0648\u0631\u0648\u062f\u06cc \u060c \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u067e\u0646\u0647\u0627\u0646 \u060c \u0648 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u062e\u0631\u0648\u062c\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u0634\u062a \u06a9\u0647 \u0647\u0631 \u0644\u0627\u06cc\u0647 \u062f\u0627\u0631\u0627\u06cc \u0686\u0646\u062f\u06cc\u0646 \u0646\u0648\u0631\u0648\u0646 \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 \u062f\u0631 \u0647\u0631 \u0644\u0627\u06cc\u0647\u060c \u062a\u0645\u0627\u0645 \u0646\u0648\u0631\u0648\u0646 \u0647\u0627 \u0628\u0647 \u0647\u0645\u0647 \u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u0644\u0627\u06cc\u0647 \u0628\u0639\u062f\u06cc \u0645\u062a\u0635\u0644 \u0647\u0633\u062a\u0646\u062f. \u0628\u0647 \u0627\u06cc\u0646 \u0634\u0628\u06a9\u0647 \u0647\u0627 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0645\u0644\u0627\u064b \u0645\u062a\u0635\u0644 ( fully connected networks ) \u0645\u06cc \u06af\u0648\u06cc\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"768\" height=\"377\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646-\u0686\u0646\u062f-\u0644\u0627\u06cc\u0647.jpg\" alt=\"\u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646 \u0686\u0646\u062f \u0644\u0627\u06cc\u0647\" class=\"wp-image-9351\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646-\u0686\u0646\u062f-\u0644\u0627\u06cc\u0647.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u067e\u0631\u0633\u067e\u062a\u0631\u0648\u0646-\u0686\u0646\u062f-\u0644\u0627\u06cc\u0647-300x147.jpg 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/figure><\/div>\n\n\n<h3><span class=\"ez-toc-section\" id=\"%DB%B1%DB%B3-_%D9%86%D9%88%D8%B1%D9%88%D9%86_%D8%A8%D8%A7%D8%B2%DA%AF%D8%B4%D8%AA%DB%8C\"><\/span><strong>\u06f1\u06f3- \u0646\u0648\u0631\u0648\u0646 \u0628\u0627\u0632\u06af\u0634\u062a\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"758\" height=\"180\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0646\u0648\u0631\u0648\u0646-\u0628\u0627\u0632\u06af\u0634\u062a\u06cc.jpg\" alt=\"\u0646\u0648\u0631\u0648\u0646 \u0628\u0627\u0632\u06af\u0634\u062a\u06cc\" class=\"wp-image-9352\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0646\u0648\u0631\u0648\u0646-\u0628\u0627\u0632\u06af\u0634\u062a\u06cc.jpg 758w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0646\u0648\u0631\u0648\u0646-\u0628\u0627\u0632\u06af\u0634\u062a\u06cc-300x71.jpg 300w\" sizes=\"(max-width: 758px) 100vw, 758px\" \/><\/figure><\/div>\n\n\n<p>\u0627\u06cc\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0627\u0633\u062a. \u06cc\u06a9 \u0646\u0648\u0631\u0648\u0646 \u0628\u0627\u0632\u06af\u0634\u062a\u06cc \u060c \u0646\u0648\u0631\u0648\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062e\u0631\u0648\u062c\u06cc \u0622\u0646 t \u0628\u0627\u0631 \u0628\u0647 \u062e\u0648\u062f\u0634 \u0628\u0627\u0632\u0645\u06cc \u06af\u0631\u062f\u062f. \u0628\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u0646\u0645\u0648\u062f\u0627\u0631 \u0628\u0627\u0644\u0627\u060c \u0645\u06cc \u062a\u0648\u0627\u0646 \u06af\u0641\u062a \u06a9\u0647 \u062e\u0631\u0648\u062c\u06cc t \u0628\u0627\u0631 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0628\u0647 \u062e\u0648\u062f\u0634 \u0628\u0627\u0632\u06af\u0631\u062f\u0627\u0646\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0645\u062b\u0644 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 t \u0646\u0648\u0631\u0648\u0646 \u0645\u062a\u0641\u0627\u0648\u062a \u0631\u0627 \u0628\u0647 \u0647\u0645 \u0648\u0635\u0644 \u06a9\u0631\u062f\u0647 \u0628\u0627\u0634\u06cc\u0645. \u0645\u0632\u06cc\u062a \u0627\u0635\u0644\u06cc \u0627\u06cc\u0646 \u0646\u0648\u0631\u0648\u0646 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062e\u0631\u0648\u062c\u06cc \u062a\u0639\u0645\u06cc\u0645 \u06cc\u0627\u0641\u062a\u0647 \u062a\u0631\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<h3 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"%DB%B1%DB%B4-_%D8%B4%D8%A8%DA%A9%D9%87_%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>\u06f1\u06f4- \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc ( <\/strong><strong>RNN<\/strong><strong> )<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\"><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/recurrent-neural-network\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc<\/a> ( Recurrent Neural Network ) \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0631\u062a\u06cc\u0628\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0647\u0627 \u0627\u0632 \u062e\u0631\u0648\u062c\u06cc \u0642\u0628\u0644\u06cc\u060c \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u062e\u0631\u0648\u062c\u06cc \u0628\u0639\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a\u060c \u062d\u0644\u0642\u0647 \u0647\u0627 \u062f\u0627\u0631\u0627\u06cc \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u062f\u0631 \u062f\u0631\u0648\u0646 \u062e\u0648\u062f \u0647\u0633\u062a\u0646\u062f. \u062f\u0631 \u06cc\u06a9 \u0646\u0648\u0631\u0648\u0646 \u067e\u0646\u0647\u0627\u0646 \u060c \u062d\u0644\u0642\u0647 \u0647\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u0630\u062e\u06cc\u0631\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u062f\u0627\u0631\u0646\u062f. \u0632\u06cc\u0631\u0627 \u0639\u0628\u0627\u0631\u0627\u062a \u0642\u0628\u0644\u06cc \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f \u062a\u0627 \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06a9\u0646\u0646\u062f. \u062e\u0631\u0648\u062c\u06cc \u0644\u0627\u06cc\u0647\u200c\u06cc \u067e\u0646\u0647\u0627\u0646 \u0645\u062c\u062f\u062f\u0627\u064b t \u0628\u0627\u0631 \u0628\u0647 \u0644\u0627\u06cc\u0647 \u06cc \u067e\u0646\u0647\u0627\u0646 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a \u062a\u0635\u0648\u06cc\u0631\u06cc \u0634\u0628\u06cc\u0647 \u0628\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627\u0644\u0627 \u0627\u0633\u062a. \u062e\u0631\u0648\u062c\u06cc \u06cc\u06a9 \u0646\u0648\u0631\u0648\u0646 \u0628\u0627\u0632\u06af\u0634\u062a\u06cc \u062a\u0646\u0647\u0627 \u0632\u0645\u0627\u0646\u06cc \u0628\u0647 \u0644\u0627\u06cc\u0647 \u06cc \u0628\u0639\u062f\u06cc \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u062a\u0639\u062f\u0627\u062f \u062a\u06a9\u0631\u0627\u0631 \u0622\u0646 \u062a\u0645\u0627\u0645 \u0634\u062f\u0647 \u0628\u0627\u0634\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a\u060c \u062e\u0631\u0648\u062c\u06cc \u062a\u0639\u0645\u06cc\u0645 \u0628\u06cc\u0634\u062a\u0631\u06cc \u062f\u0627\u0631\u062f \u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0642\u0628\u0644\u06cc \u0628\u0631\u0627\u06cc \u0645\u062f\u062a \u0628\u06cc\u0634\u062a\u0631\u06cc \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<p style=\"text-align: justify\">\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u062e\u0637\u0627\u0647\u0627 \u0628\u0631\u0627\u0633\u0627\u0633 \u0627\u06cc\u0646 \u0628\u0627\u0632\u06af\u0634\u062a \u0647\u0627 \u067e\u0633 \u0627\u0646\u062a\u0634\u0627\u0631 \u0645\u06cc \u06cc\u0627\u0628\u0646\u062f \u062a\u0627 \u0648\u0632\u0646 \u0647\u0627 \u0631\u0627 \u0628\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u06a9\u0646\u0646\u062f. \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u060c \u0628\u0647 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u067e\u0633 \u0627\u0646\u062a\u0634\u0627\u0631 \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646 ( BPTT ) \u0645\u06cc \u06af\u0648\u06cc\u0646\u062f.<\/p>\n<h3 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"%DB%B1%DB%B5-_%D9%85%D8%B3%D8%A6%D9%84%D9%87_%D9%85%D8%AD%D9%88_%D8%B4%D8%AF%DA%AF%DB%8C_%DA%AF%D8%B1%D8%A7%D8%AF%DB%8C%D8%A7%D9%86_Vanishing_Gradient\"><\/span><strong>\u06f1\u06f5- \u0645\u0633\u0626\u0644\u0647 \u0645\u062d\u0648 \u0634\u062f\u06af\u06cc \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 ( <\/strong><strong>Vanishing Gradient<\/strong><strong> )<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644\u0633\u0627\u0632 \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0648\u0686\u06a9 \u0627\u0633\u062a\u060c \u067e\u06cc\u0634 \u0645\u06cc \u0622\u06cc\u062f. \u062f\u0631 \u0632\u0645\u0627\u0646 \u067e\u0633 \u0627\u0646\u062a\u0634\u0627\u0631 \u060c \u0648\u0632\u0646 \u0647\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0647\u0627\u06cc \u067e\u0627\u06cc\u06cc\u0646 \u0636\u0631\u0628 \u0645\u06cc \u0634\u0648\u0646\u062f \u0648 \u0647\u0631 \u0686\u0647 \u0639\u0645\u0642 \u0634\u0628\u06a9\u0647 \u0627\u0641\u0632\u0627\u06cc\u0634 \u06cc\u0627\u0628\u062f\u060c \u06a9\u0648\u0686\u06a9\u062a\u0631 \u0645\u06cc \u0634\u0648\u0646\u062f \u0648 \u0628\u0647 \u0635\u0641\u0631 \u0645\u06cc \u0631\u0633\u0646\u062f. \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644\u060c \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc \u0645\u062f\u062a \u0631\u0627 \u0641\u0631\u0627\u0645\u0648\u0634 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u0633\u0626\u0644\u0647 \u0628\u0631\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0645\u0634\u06a9\u0644 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f. \u0632\u06cc\u0631\u0627 \u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0634\u062a\u0646 \u0637\u0648\u0644\u0627\u0646\u06cc \u0645\u062f\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0631\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify\">\u0645\u0627 \u0627\u0632 \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644\u0633\u0627\u0632\u06cc \u0645\u0627\u0646\u0646\u062f ReLu \u06a9\u0647 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u06a9\u0645\u06cc \u0646\u062f\u0627\u0631\u062f \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<h3 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"%DB%B1%DB%B6-_%D9%85%D8%B3%D8%A6%D9%84%D9%87_%D8%A7%D9%86%D9%81%D8%AC%D8%A7%D8%B1_%DA%AF%D8%B1%D8%A7%D8%AF%DB%8C%D8%A7%D9%86_Exploding_Gradient\"><\/span><strong>\u06f1\u06f6- \u0645\u0633\u0626\u0644\u0647 \u0627\u0646\u0641\u062c\u0627\u0631 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 ( <\/strong><strong>Exploding Gradient<\/strong><strong> )<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u06af\u0648\u06cc\u06cc\u0645 \u0627\u06cc\u0646 \u0645\u0633\u0626\u0644\u0647 \u0628\u0631\u0639\u06a9\u0633 \u0645\u0633\u0626\u0644\u0647 \u0645\u062d\u0648 \u0634\u062f\u06af\u06cc \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0627\u0633\u062a. \u0627\u0632 \u0627\u06cc\u0646 \u062c\u0647\u062a \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a \u06a9\u0647 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644\u0633\u0627\u0632\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0628\u0632\u0631\u06af \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 \u060c \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0648\u0632\u0646 \u06cc\u06a9 \u06af\u0631\u0647\u200c \u062e\u0627\u0635 \u0646\u0633\u0628\u062a \u0628\u0647 \u0628\u0642\u06cc\u0647 \u06af\u0631\u0647 \u0647\u0627 \u0628\u06cc\u0634 \u0627\u0632 \u0627\u0646\u062f\u0627\u0632\u0647 \u0628\u0632\u0631\u06af \u0634\u0648\u062f. \u0627\u06af\u0631\u0686\u0647 \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u0645\u0633\u0626\u0644\u0647 \u0631\u0627 \u0628\u0627 \u06a9\u0648\u062a\u0627\u0647 \u06a9\u0631\u062f\u0646 \u0634\u06cc\u0628 \u062d\u0644 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0627\u0632 \u06cc\u06a9 \u0645\u0642\u062f\u0627\u0631 \u062e\u0627\u0635 \u0641\u0631\u0627\u062a\u0631 \u0646\u0631\u0648\u062f.<\/p>\n<h3 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"%DB%B1%DB%B7-_Pooling\"><\/span><strong>\u06f1\u06f7- <\/strong><strong>Pooling<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0627\u06cc\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0645\u0647\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0627\u0633\u062a. \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc Pooling &nbsp;( \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc ) \u0631\u0627 \u062f\u0631 \u0628\u06cc\u0646 \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646 \u0642\u0631\u0627\u0631 \u062f\u0647\u06cc\u0645. \u0627\u0635\u0648\u0644\u0627\u064b \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u062a\u0639\u062f\u0627\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0648 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 <a href=\"https:\/\/fa.wikipedia.org\/wiki\/%D8%A8%DB%8C%D8%B4%E2%80%8C%D8%A8%D8%B1%D8%A7%D8%B2%D8%B4\" target=\"_blank\" rel=\"noopener noreferrer\">\u0628\u06cc\u0634 \u0628\u0631\u0627\u0632\u0634<\/a> ( Overfitting ) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0646\u0648\u0639 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0632 Pooling\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0644\u0627\u06cc\u0647\u200c\u06cc pooling \u0628\u0627 \u0641\u06cc\u0644\u062a\u0631 \u06f2 \u062f\u0631 \u06f2 \u0648 \u0639\u0645\u0644\u06af\u0631 MAX \u0627\u0633\u062a. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0646\u062d\u0648\u0647 \u06cc \u06a9\u0627\u0631 \u0622\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u0627\u0633\u062a \u06a9\u0647 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0639\u062f\u062f \u0647\u0631 \u0645\u0627\u062a\u0631\u06cc\u0633 \u06f4 * \u06f4 \u0627\u0632 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0635\u0644\u06cc \u0631\u0627 \u0645\u06cc \u06af\u06cc\u0631\u062f \u0648 \u062f\u0631 \u062e\u0631\u0648\u062c\u06cc \u0642\u0631\u0627\u0631 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"808\" height=\"366\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0644\u0627\u06cc\u0647-\u067e\u0648\u0644\u06cc\u0646\u06af.jpg\" alt=\"\u0644\u0627\u06cc\u0647 \u067e\u0648\u0644\u06cc\u0646\u06af\" class=\"wp-image-9353\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0644\u0627\u06cc\u0647-\u067e\u0648\u0644\u06cc\u0646\u06af.jpg 808w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0644\u0627\u06cc\u0647-\u067e\u0648\u0644\u06cc\u0646\u06af-300x136.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0644\u0627\u06cc\u0647-\u067e\u0648\u0644\u06cc\u0646\u06af-768x348.jpg 768w\" sizes=\"(max-width: 808px) 100vw, 808px\" \/><\/figure><\/div>\n\n\n<h3 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"%DB%B1%DB%B8-_%D9%84%D8%A7%DB%8C%D9%87_%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_Padding\"><\/span><strong>\u06f1\u06f8- \u0644\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631\u06cc (Padding)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u062f\u0631 \u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f \u060c \u0645\u0627 \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u0627\u0636\u0627\u0641\u06cc \u0628\u0627 \u0645\u0642\u062f\u0627\u0631 \u0635\u0641\u0631 \u0631\u0627 \u062f\u0648\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u0645. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0627 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u060c \u0627\u0646\u062f\u0627\u0632\u0647 \u062a\u0635\u0648\u06cc\u0631 \u062e\u0631\u0648\u062c\u06cc \u0628\u0627 \u0627\u0646\u062f\u0627\u0632\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u06cc\u06a9\u0633\u0627\u0646 \u062e\u0648\u0627\u0647\u062f \u0634\u062f. \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648 \u0628\u0647 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u060c \u0644\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631\u06cc \u06af\u0641\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06af\u0631 \u067e\u06cc\u06a9\u0633\u0644 \u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0648\u0627\u0642\u0639\u06cc \u06cc\u0627 \u0635\u062d\u06cc\u062d ( valid ) \u0628\u0627\u0634\u0646\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u06af\u0648\u06cc\u06cc\u0645 \u06a9\u0647 \u0627\u06cc\u0646 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631\u06cc \u0635\u062d\u06cc\u062d \u0627\u0633\u062a.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"435\" height=\"373\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u067e\u062f\u06cc\u0646\u06af-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc.jpg\" alt=\"\u067e\u062f\u06cc\u0646\u06af \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc\" class=\"wp-image-9354\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u067e\u062f\u06cc\u0646\u06af-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc.jpg 435w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u067e\u062f\u06cc\u0646\u06af-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-300x257.jpg 300w\" sizes=\"(max-width: 435px) 100vw, 435px\" \/><\/figure><\/div>\n\n\n<h3 style=\"text-align: justify\"><span class=\"ez-toc-section\" id=\"%DB%B1%DB%B9-_%D8%AF%D8%A7%D8%AF%D9%87_%D8%A7%D9%81%D8%B2%D8%A7%DB%8C%DB%8C_Data_Augmentation\"><\/span><strong>\u06f1\u06f9- \u062f\u0627\u062f\u0647 \u0627\u0641\u0632\u0627\u06cc\u06cc ( <\/strong>Data Augmentation <strong>)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u062f\u0627\u062f\u0647 \u0627\u0641\u0632\u0627\u06cc\u06cc \u060c \u0628\u0647 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u06a9\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a\u06cc \u062d\u0627\u0635\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0627\u0634\u0627\u0631\u0647 \u062f\u0627\u0631\u062f \u0648 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627 \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f.<\/p>\n<p style=\"text-align: justify\"><strong>\u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644:<\/strong><\/p>\n<p style=\"text-align: justify\">\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0641\u0631\u0636 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u06cc\u06a9 \u0631\u0642\u0645 &#8221; \u06f9 &#8221; \u062f\u0627\u0631\u06cc\u0645. \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0646\u062d\u0648\u0647 \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u062e\u0648\u062f \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u0645. \u0627\u0645\u0627 \u0627\u06af\u0631 \u0627\u06cc\u0646 \u0639\u062f\u062f \u06a9\u0645\u06cc \u0686\u0631\u062e\u06cc\u062f\u0647 \u06cc\u0627 \u06a9\u062c \u0634\u062f\u0647 \u0628\u0627\u0634\u062f\u060c \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a \u060c \u0686\u0631\u062e\u0634 \u0628\u0647 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0642\u062a \u0645\u062f\u0644 \u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0627 \u0686\u0631\u062e\u0627\u0646\u062f\u0646 \u062a\u0635\u0648\u06cc\u0631 \u060c \u0645\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc\u0645\u0627\u0646 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc \u062f\u0647\u06cc\u0645. \u0628\u0647 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u062f\u0627\u062f\u0647 \u0627\u0641\u0632\u0627\u06cc\u06cc \u06af\u0641\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"374\" height=\"159\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u062f\u0627\u062f\u0647-\u0627\u0641\u0632\u0627\u06cc\u06cc-\u0639\u062f\u062f-9.png\" alt=\"\u062f\u0627\u062f\u0647 \u0627\u0641\u0632\u0627\u06cc\u06cc \u0639\u062f\u062f 9\" class=\"wp-image-9355\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u062f\u0627\u062f\u0647-\u0627\u0641\u0632\u0627\u06cc\u06cc-\u0639\u062f\u062f-9.png 374w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u062f\u0627\u062f\u0647-\u0627\u0641\u0632\u0627\u06cc\u06cc-\u0639\u062f\u062f-9-300x128.png 300w\" sizes=\"(max-width: 374px) 100vw, 374px\" \/><\/figure><\/div>\n\n\n<h3><span class=\"ez-toc-section\" id=\"%DB%B2%DB%B0-_Softmax\"><\/span><strong>\u06f2\u06f0- <\/strong><strong>Softmax<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify\">\u0645\u0627 \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u0627\u0632 \u062a\u0627\u0628\u0639 \u0641\u0639\u0627\u0644\u0633\u0627\u0632 softmax \u06a9\u0647 \u0634\u0628\u06cc\u0647 \u0628\u0647 \u062a\u0627\u0628\u0639 \u0633\u06cc\u06af\u0645\u0648\u0626\u06cc\u062f \u0627\u0633\u062a \u062f\u0631 \u0644\u0627\u06cc\u0647 \u062e\u0631\u0648\u062c\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0628\u0627 \u0627\u06cc\u0646 \u062a\u0641\u0627\u0648\u062a \u06a9\u0647 \u062e\u0631\u0648\u062c\u06cc \u0647\u0627 \u0637\u0648\u0631\u06cc \u0646\u0631\u0645\u0627\u0644 \u0645\u06cc \u0634\u0648\u0646\u062f \u06a9\u0647 \u0645\u062c\u0645\u0648\u0639 \u0622\u0646 \u0647\u0627 &nbsp;\u0628\u0631\u0627\u0628\u0631 \u0639\u062f\u062f \u06cc\u06a9 \u0628\u0627\u0634\u062f.<\/p>\n<p style=\"text-align: justify\">\u062a\u0627\u0628\u0639 \u0633\u06cc\u06af\u0645\u0648\u0626\u06cc\u062f \u062f\u0631 \u0635\u0648\u0631\u062a \u062f\u0627\u0634\u062a\u0646 \u06cc\u06a9 \u062e\u0631\u0648\u062c\u06cc \u062f\u0648\u062f\u0648\u06cc\u06cc ( Binary ) \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u0645\u0627 \u062f\u0631 \u0645\u0648\u0627\u0642\u0639\u06cc \u06a9\u0647 \u06cc\u06a9 \u0645\u0633\u0626\u0644\u0647 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u0686\u0646\u062f \u06a9\u0644\u0627\u0633\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645\u060c softmax \u0627\u062e\u062a\u0635\u0627\u0635 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u0647 \u0647\u0631 \u06a9\u0644\u0627\u0633 \u0631\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0622\u0633\u0627\u0646 \u0645\u06cc \u06a9\u0646\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0645\u06cc \u062a\u0648\u0627\u0646 \u0646\u062a\u0627\u06cc\u062c \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a\u06cc \u062a\u0639\u0628\u06cc\u0631 \u06a9\u0631\u062f.<\/p>\n<p style=\"text-align: justify\">\u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0633\u06cc\u0627\u0631 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a &#8211; \u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u0634\u0645\u0627 \u0633\u0639\u06cc \u062f\u0627\u0631\u06cc\u062f \u06cc\u06a9 \u0639\u062f\u062f \u06f6 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06a9\u0645\u06cc \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0639\u062f\u062f \u06f8 \u0628\u0627\u0634\u062f\u060c \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u062a\u0627\u0628\u0639 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0647\u0631 \u0639\u062f\u062f \u0631\u0627 \u0647\u0645\u0627\u0646\u0646\u062f \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u0647 \u0639\u062f\u062f \u06f6 \u0627\u062e\u062a\u0635\u0627\u0635 \u062f\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u0639\u062f\u06cc \u0639\u062f\u062f \u06f8 &nbsp;\u0627\u0633\u062a \u0648 \u0627\u0644\u06cc \u0622\u062e\u0631.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"432\" height=\"232\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0627\u062d\u062a\u0645\u0627\u0644-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0628\u0631-\u0627\u0633\u0627\u0633-Softmax.jpg\" alt=\"\u0627\u062d\u062a\u0645\u0627\u0644 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 Softmax\" class=\"wp-image-9356\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0627\u062d\u062a\u0645\u0627\u0644-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0628\u0631-\u0627\u0633\u0627\u0633-Softmax.jpg 432w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0627\u062d\u062a\u0645\u0627\u0644-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0628\u0631-\u0627\u0633\u0627\u0633-Softmax-300x161.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/11\/\u0627\u062d\u062a\u0645\u0627\u0644-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u0628\u0631-\u0627\u0633\u0627\u0633-Softmax-310x165.jpg 310w\" sizes=\"(max-width: 432px) 100vw, 432px\" \/><\/figure><\/div>\n\n\n<p style=\"text-align: center\">\u0628\u062f\u06cc\u0646 \u062a\u0631\u062a\u06cc\u0628 \u060c \u0647\u0645\u0647 \u0627\u06cc\u0646 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0627\u0632 \u0645\u0647\u0645 \u062a\u0631\u06cc\u0646 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0648\u062f. \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0645 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u0627 \u0631\u0627 \u0628\u067e\u0633\u0646\u062f\u06cc\u062f.<\/p>\n<div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div>\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\">\u0628\u062f\u06cc\u0646 \u062a\u0631\u062a\u06cc\u0628\u060c \u0628\u0627 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0622\u0634\u0646\u0627 \u0634\u062f\u06cc\u0645. \u0627\u06cc\u0646 \u0628\u0647 \u062f\u0631\u06a9 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0627\u06af\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0633\u0648\u0627\u0644\u06cc \u062f\u0627\u0631\u06cc\u062f\u060c \u062f\u0631 \u0635\u0648\u0631\u062a \u062a\u0645\u0627\u06cc\u0644 \u062f\u0631 \u0642\u0633\u0645\u062a \u0646\u0638\u0631\u0627\u062a \u0645\u0637\u0631\u062d \u06a9\u0646\u06cc\u062f.<\/p>\n<h4><strong>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f :<\/strong><\/h4>\n\n\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\/ml\/learning-rules-in-neural-network\/\">\u0645\u0642\u062f\u0645\u0647 \u0627\u06cc \u0628\u0631 \u0642\u0648\u0627\u0646\u06cc\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-simplified-an-old-problem-ep-5\/\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0647 \u0632\u0628\u0627\u0646 \u0633\u0627\u062f\u0647 : \u06cc\u06a9 \u0645\u0634\u06a9\u0644 \u0642\u062f\u06cc\u0645\u06cc \u2013 \u0642\u0633\u0645\u062a \u067e\u0646\u062c\u0645<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-simplified-what-is-neural-network-ep-2\/\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0647 \u0632\u0628\u0627\u0646 \u0633\u0627\u062f\u0647 : \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0686\u06cc\u0633\u062a &#8211; \u0642\u0633\u0645\u062a \u062f\u0648\u0645<\/a><\/li><li><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/deep-learning-tutorial\/\">\u062e\u0648\u062f\u0622\u0645\u0648\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 &#8211; \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a><\/li><\/ul>\n\n\n<a href=\"#\" class=\"shortc-button small blue \">\u0645\u0646\u0628\u0639<\/a> <a href=\"https:\/\/data-flair.training\/blogs\/deep-learning-terminologies\/\" target=\"_blank\" class=\"shortc-button small gray \" rel=\"noopener\">Data Flair<\/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;9268&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;\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&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>\u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u060c \u0628\u0627 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u0644\u0627\u0633\u06cc\u06a9 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0622\u0634\u0646\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u0634\u062f. \u0686\u0631\u0627 \u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0648 \u062d\u06cc\u0627\u062a\u06cc \u0647\u0633\u062a\u0646\u062f. \u067e\u0633 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0631\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645. \u0645\u0642\u062f\u0645\u0647 \u0627\u06cc \u0628\u0631 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u06f1- \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0646\u0642\u0634 \u0633\u062a\u0648\u0646 \u0641\u0642\u0631\u0627\u062a &hellip;<\/p>\n","protected":false},"author":17,"featured_media":9359,"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":[195,206,18],"tags":[140,97,101,141],"class_list":["post-9268","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-ml","category-206","category-edu","tag-140","tag-97","tag-101","tag-141"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/9268","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\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=9268"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/9268\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/9359"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=9268"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=9268"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=9268"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}