{"id":478201,"date":"2023-08-09T09:28:58","date_gmt":"2023-08-09T09:28:58","guid":{"rendered":""},"modified":"2023-09-05T11:16:17","modified_gmt":"2023-09-05T11:16:17","slug":"neural-networks","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/in\/wiki\/neural-networks\/","title":{"rendered":"\u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e - \u0924\u0902\u0924\u094d\u0930"},"content":{"rendered":"<p>\u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0938\u0902\u0915\u094d\u0937\u093f\u092a\u094d\u0924 \u091c\u093e\u0928\u0915\u093e\u0930\u0940<\/p>\n<p>\u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u092e\u093e\u0928\u0935 \u092e\u0938\u094d\u0924\u093f\u0937\u094d\u0915 \u0915\u0940 \u0938\u0902\u0930\u091a\u0928\u093e \u0914\u0930 \u0915\u093e\u0930\u094d\u092f\u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u0938\u0947 \u092a\u094d\u0930\u0947\u0930\u093f\u0924 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0938\u093f\u0938\u094d\u091f\u092e \u0939\u0948\u0902\u0964 \u0907\u0928\u092e\u0947\u0902 \u092a\u0930\u0938\u094d\u092a\u0930 \u091c\u0941\u0921\u093c\u0947 \u0939\u0941\u090f \u0928\u094b\u0921\u094d\u0938 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0928\u094d\u092f\u0942\u0930\u0949\u0928\u094d\u0938 \u0915\u0939\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u094b \u092c\u093e\u0939\u0930\u0940 \u0907\u0928\u092a\u0941\u091f \u0915\u0947 \u0932\u093f\u090f \u0917\u0924\u093f\u0936\u0940\u0932 \u0905\u0935\u0938\u094d\u0925\u093e \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0938\u0942\u091a\u0928\u093e \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917, \u092a\u0948\u091f\u0930\u094d\u0928 \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u0921\u0947\u091f\u093e \u092e\u093e\u0907\u0928\u093f\u0902\u0917 \u091c\u0948\u0938\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0909\u0928\u0915\u0940 \u0905\u0928\u0941\u0915\u0942\u0932\u0928\u0936\u0940\u0932\u0924\u093e \u0914\u0930 \u0938\u0940\u0916\u0928\u0947 \u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u090f\u0902 \u0909\u0928\u094d\u0939\u0947\u0902 \u0906\u0927\u0941\u0928\u093f\u0915 \u0924\u0915\u0928\u0940\u0915 \u0915\u093e \u090f\u0915 \u0905\u0928\u093f\u0935\u093e\u0930\u094d\u092f \u0939\u093f\u0938\u094d\u0938\u093e \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n<h2>\u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u0909\u0924\u094d\u092a\u0924\u094d\u0924\u093f \u0915\u093e \u0907\u0924\u093f\u0939\u093e\u0938 \u0914\u0930 \u0907\u0938\u0915\u093e \u092a\u0939\u0932\u093e \u0909\u0932\u094d\u0932\u0947\u0916<\/h2>\n<p>\u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u093e \u0935\u093f\u091a\u093e\u0930 1940 \u0915\u0947 \u0926\u0936\u0915 \u0938\u0947 \u0939\u0940 \u092e\u094c\u091c\u0942\u0926 \u0939\u0948 \u091c\u092c \u0935\u0949\u0930\u0947\u0928 \u092e\u0948\u0915\u0915\u0941\u0932\u094b\u091a \u0914\u0930 \u0935\u093e\u0932\u094d\u091f\u0930 \u092a\u093f\u091f\u094d\u0938 \u0928\u0947 \u0928\u094d\u092f\u0942\u0930\u0949\u0928 \u0915\u093e \u0917\u0923\u093f\u0924\u0940\u092f \u092e\u0949\u0921\u0932 \u092a\u0947\u0936 \u0915\u093f\u092f\u093e \u0925\u093e\u0964 1958 \u092e\u0947\u0902, \u092b\u094d\u0930\u0948\u0902\u0915 \u0930\u094b\u0938\u0947\u0928\u092c\u094d\u0932\u0948\u091f \u0928\u0947 \u092a\u0930\u0938\u0947\u092a\u094d\u091f\u094d\u0930\u0949\u0928 \u092c\u0928\u093e\u092f\u093e, \u091c\u094b \u092a\u0939\u0932\u093e \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u0928\u094d\u092f\u0942\u0930\u0949\u0928 \u0925\u093e\u0964 1980 \u0914\u0930 1990 \u0915\u0947 \u0926\u0936\u0915 \u0915\u0947 \u0926\u094c\u0930\u093e\u0928, \u092c\u0948\u0915\u092a\u094d\u0930\u094b\u092a\u0947\u0917\u0947\u0936\u0928 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u0947 \u0935\u093f\u0915\u093e\u0938 \u0914\u0930 \u092c\u0922\u093c\u0940 \u0939\u0941\u0908 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0936\u0915\u094d\u0924\u093f \u0928\u0947 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f\u0924\u093e \u092e\u0947\u0902 \u092b\u093f\u0930 \u0938\u0947 \u0909\u091b\u093e\u0932 \u0932\u093e \u0926\u093f\u092f\u093e\u0964<\/p>\n<h2>\u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u091c\u093e\u0928\u0915\u093e\u0930\u0940: \u0935\u093f\u0937\u092f \u0915\u093e \u0935\u093f\u0938\u094d\u0924\u093e\u0930<\/h2>\n<p>\u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0906\u092a\u0938 \u092e\u0947\u0902 \u091c\u0941\u0921\u093c\u0947 \u0928\u094d\u092f\u0942\u0930\u0949\u0928\u094d\u0938 \u0915\u0940 \u092a\u0930\u0924\u094b\u0902 \u0938\u0947 \u092c\u0928\u093e\u090f \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0915\u0928\u0947\u0915\u094d\u0936\u0928 \u0915\u093e \u090f\u0915 \u0938\u0902\u092c\u0926\u094d\u0927 \u092d\u093e\u0930 \u0939\u094b\u0924\u093e \u0939\u0948, \u0914\u0930 \u0907\u0928 \u092d\u093e\u0930\u094b\u0902 \u0915\u094b \u0938\u0940\u0916\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u094b \u092a\u0948\u091f\u0930\u094d\u0928 \u092a\u0939\u091a\u093e\u0928\u0928\u0947, \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0914\u0930 \u092f\u0939\u093e\u0902 \u0924\u0915 \u0915\u093f \u0928\u092f\u093e \u0921\u0947\u091f\u093e \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0935\u0947 \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0915\u0947\u0902\u0926\u094d\u0930 \u092e\u0947\u0902 \u0939\u0948\u0902, \u091c\u094b \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (AI) \u092e\u0947\u0902 \u0905\u0924\u094d\u092f\u093e\u0927\u0941\u0928\u093f\u0915 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u094b \u0938\u0915\u094d\u0937\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h2>\u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u0906\u0902\u0924\u0930\u093f\u0915 \u0938\u0902\u0930\u091a\u0928\u093e: \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0948\u0938\u0947 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902<\/h2>\n<p>\u090f\u0915 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u092e\u0947\u0902 \u0924\u0940\u0928 \u092a\u0930\u0924\u0947\u0902 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902:<\/p>\n<ol>\n<li><strong>\u0907\u0928\u092a\u0941\u091f \u092a\u0930\u0924<\/strong>: \u0907\u0928\u092a\u0941\u091f \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0924\u093e \u0939\u0948.<\/li>\n<li><strong>\u091b\u093f\u092a\u0940 \u0939\u0941\u0908 \u092a\u0930\u0924\u0947\u0902<\/strong>\u092d\u093e\u0930\u093f\u0924 \u0915\u0928\u0947\u0915\u094d\u0936\u0928 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0947\u0902\u0964<\/li>\n<li><strong>\u0906\u0909\u091f\u092a\u0941\u091f \u092a\u0930\u0924<\/strong>: \u0905\u0902\u0924\u093f\u092e \u092a\u0930\u093f\u0923\u093e\u092e \u092f\u093e \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ol>\n<p>\u0921\u0947\u091f\u093e \u0915\u094b \u0938\u0915\u094d\u0930\u093f\u092f\u0923 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948 \u0914\u0930 \u092d\u093e\u0930 \u0915\u094b \u092c\u0948\u0915\u092a\u094d\u0930\u094b\u092a\u0947\u0917\u0947\u0936\u0928 \u0928\u093e\u092e\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u094b \u0939\u093e\u0928\u093f \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0926\u094d\u0935\u093e\u0930\u093e \u0928\u093f\u0930\u094d\u0926\u0947\u0936\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/p>\n<h2>\u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/h2>\n<ul>\n<li><strong>\u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u0915\u094d\u0937\u092e\u0924\u093e<\/strong>\u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0928\u0908 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0938\u0940\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0909\u0938\u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u0922\u0932 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0926\u094b\u0937 \u0938\u0939\u093f\u0937\u094d\u0923\u0941\u0924\u093e<\/strong>\u0935\u0947 \u0936\u094b\u0930\u0917\u0941\u0932 \u0935\u093e\u0932\u0947 \u092f\u093e \u0905\u0927\u0942\u0930\u0947 \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u092d\u0940 \u0938\u091f\u0940\u0915 \u092a\u0930\u093f\u0923\u093e\u092e \u0926\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0938\u092e\u093e\u0928\u093e\u0902\u0924\u0930 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923<\/strong>: \u0915\u0941\u0936\u0932 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/li>\n<li><strong>\u0913\u0935\u0930\u092b\u093f\u091f\u093f\u0902\u0917 \u091c\u094b\u0916\u093f\u092e<\/strong>\u092f\u0926\u093f \u0907\u0928\u094d\u0939\u0947\u0902 \u0909\u091a\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u092a\u094d\u0930\u092c\u0902\u0927\u093f\u0924 \u0928\u0939\u0940\u0902 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0924\u094b \u092f\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0921\u0947\u091f\u093e \u0915\u0947 \u0932\u093f\u090f \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<h2>\u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930<\/h2>\n<p>\u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u090f \u0917\u090f \u0939\u0948\u0902\u0964 \u0928\u0940\u091a\u0947 \u0915\u0941\u091b \u092e\u0941\u0916\u094d\u092f \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u0915\u0940 \u0938\u0942\u091a\u0940 \u0926\u0940 \u0917\u0908 \u0939\u0948:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u092a\u094d\u0930\u0915\u093e\u0930<\/th>\n<th>\u0935\u093f\u0935\u0930\u0923<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u092b\u0940\u0921\u092b\u0949\u0930\u0935\u0930\u094d\u0921 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915<\/td>\n<td>\u0938\u0930\u0932\u0924\u092e \u0930\u0942\u092a; \u0938\u0942\u091a\u0928\u093e \u090f\u0915 \u0926\u093f\u0936\u093e \u092e\u0947\u0902 \u091a\u0932\u0924\u0940 \u0939\u0948<\/td>\n<\/tr>\n<tr>\n<td>\u0915\u0928\u094d\u0935\u094b\u0932\u094d\u092f\u0942\u0936\u0928\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (\u0938\u0940\u090f\u0928\u090f\u0928)<\/td>\n<td>\u091b\u0935\u093f \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0936\u0947\u0937<\/td>\n<\/tr>\n<tr>\n<td>\u0906\u0935\u0930\u094d\u0924\u0915 \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (\u0906\u0930\u090f\u0928\u090f\u0928)<\/td>\n<td>\u0907\u0938\u092e\u0947\u0902 \u0905\u0928\u0941\u0915\u094d\u0930\u092e\u093f\u0915 \u0921\u0947\u091f\u093e \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u092e\u0947\u092e\u094b\u0930\u0940 \u0939\u0948<\/td>\n<\/tr>\n<tr>\n<td>\u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u090f\u0921\u0935\u0930\u094d\u0938\u0930\u093f\u092f\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (GAN)<\/td>\n<td>\u0928\u092f\u093e \u0921\u0947\u091f\u093e \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947, \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0902 \u0914\u0930 \u0909\u0928\u0915\u0947 \u0938\u092e\u093e\u0927\u093e\u0928<\/h2>\n<p>\u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u091b\u0935\u093f \u092a\u0939\u091a\u093e\u0928, \u092d\u093e\u0937\u0923 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0914\u0930 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0913\u0935\u0930\u092b\u093f\u091f\u093f\u0902\u0917, \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u091c\u091f\u093f\u0932\u0924\u093e \u0914\u0930 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e\u0924\u094d\u092e\u0915\u0924\u093e \u0915\u093e \u091c\u094b\u0916\u093f\u092e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964 \u0938\u092e\u093e\u0927\u093e\u0928 \u092e\u0947\u0902 \u0909\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0924\u0948\u092f\u093e\u0930\u0940, \u0938\u0939\u0940 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u091a\u0941\u0928\u0928\u093e \u0914\u0930 \u0928\u093f\u092f\u092e\u093f\u0924\u0940\u0915\u0930\u0923 \u091c\u0948\u0938\u0940 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964<\/p>\n<h2>\u092e\u0941\u0916\u094d\u092f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901 \u0914\u0930 \u0938\u092e\u093e\u0928 \u0936\u092c\u094d\u0926\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0905\u0928\u094d\u092f \u0924\u0941\u0932\u0928\u093e\u090f\u0901<\/h2>\n<ul>\n<li><strong>\u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u092c\u0928\u093e\u092e \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e<\/strong>\u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0921\u0947\u091f\u093e \u0938\u0947 \u0938\u0940\u0916\u0924\u0947 \u0939\u0948\u0902, \u091c\u092c\u0915\u093f \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u093e \u092a\u093e\u0932\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<li><strong>\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092c\u0928\u093e\u092e \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917<\/strong>\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0947\u0902 \u0915\u0908 \u092a\u0930\u0924\u094b\u0902 \u0935\u093e\u0932\u0947 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u092c\u0915\u093f \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0947\u0902 \u0905\u0928\u094d\u092f \u0917\u0948\u0930-\u0928\u094d\u092f\u0942\u0930\u0932 \u0935\u093f\u0927\u093f\u092f\u093e\u0902 \u092d\u0940 \u0936\u093e\u092e\u093f\u0932 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<h2>\u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u092a\u0930\u093f\u092a\u094d\u0930\u0947\u0915\u094d\u0937\u094d\u092f \u0914\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0902<\/h2>\n<p>\u0939\u093e\u0930\u094d\u0921\u0935\u0947\u092f\u0930 \u0914\u0930 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u092e\u0947\u0902 \u0909\u0928\u094d\u0928\u0924\u093f \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u092e\u0947\u0902 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u094b \u092c\u0922\u093c\u093e\u0935\u093e \u0926\u0947\u0924\u0940 \u0930\u0939\u0924\u0940 \u0939\u0948\u0964 \u0915\u094d\u0935\u093e\u0902\u091f\u092e \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915, \u090a\u0930\u094d\u091c\u093e-\u0915\u0941\u0936\u0932 \u0936\u093f\u0915\u094d\u0937\u0923 \u0914\u0930 \u092c\u0947\u0939\u0924\u0930 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e\u0936\u0940\u0932\u0924\u093e \u0915\u0941\u091b \u0910\u0938\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0939\u0948\u0902, \u091c\u093f\u0928 \u092a\u0930 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u0914\u0930 \u0935\u093f\u0915\u093e\u0938 \u091c\u093e\u0930\u0940 \u0939\u0948\u0964<\/p>\n<h2>\u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u092f\u093e \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0947 \u0938\u093e\u0925 \u0909\u0938\u0915\u093e \u0938\u0902\u092c\u0902\u0927 \u0915\u0948\u0938\u0947 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948<\/h2>\n<p>\u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930, \u091c\u0948\u0938\u0947 \u0915\u093f OneProxy \u0926\u094d\u0935\u093e\u0930\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u093f\u090f \u0917\u090f, \u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 \u0914\u0930 \u0905\u0928\u093e\u092e \u0921\u0947\u091f\u093e \u0938\u0902\u0917\u094d\u0930\u0939 \u0914\u0930 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0915\u0930 \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u0915\u093e\u0930\u094d\u092f\u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0935\u0947 \u0935\u093f\u0915\u0947\u0902\u0926\u094d\u0930\u0940\u0915\u0943\u0924 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u094b \u0938\u0915\u094d\u0937\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u090f \u091c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u0939\u093e\u0902 \u0917\u094b\u092a\u0928\u0940\u092f\u0924\u093e \u0914\u0930 \u0921\u0947\u091f\u093e \u0905\u0916\u0902\u0921\u0924\u093e \u0938\u0930\u094d\u0935\u094b\u092a\u0930\u093f \u0939\u0948\u0964<\/p>\n<h2>\u0938\u092e\u094d\u092c\u0902\u0927\u093f\u0924 \u0932\u093f\u0902\u0915\u094d\u0938<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/neural-networks\" target=\"_new\" rel=\"noopener nofollow\">\u0938\u094d\u091f\u0948\u0928\u092b\u094b\u0930\u094d\u0921 \u0915\u093e \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u092a\u0930 \u092a\u093e\u0920\u094d\u092f\u0915\u094d\u0930\u092e<\/a><\/li>\n<li><a href=\"http:\/\/www.deeplearningbook.org\/\" target=\"_new\" rel=\"noopener nofollow\">\u0907\u092f\u093e\u0928 \u0917\u0941\u0921\u092b\u0947\u0932\u094b, \u092f\u094b\u0936\u0941\u0906 \u092c\u0947\u0902\u0917\u093f\u092f\u094b \u0914\u0930 \u0906\u0930\u094b\u0928 \u0915\u094c\u0930\u0935\u093f\u0932\u0947 \u0926\u094d\u0935\u093e\u0930\u093e \u0932\u093f\u0916\u093f\u0924 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092a\u0941\u0938\u094d\u0924\u0915<\/a><\/li>\n<li><a href=\"https:\/\/oneproxy.pro\/in\/\" target=\"_new\" rel=\"noopener\">OneProxy \u0906\u0927\u093f\u0915\u093e\u0930\u093f\u0915 \u0935\u0947\u092c\u0938\u093e\u0907\u091f<\/a><\/li>\n<\/ul>\n<p>\u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u0935\u094d\u092f\u093e\u092a\u0915 \u092a\u094d\u0930\u0915\u0943\u0924\u093f, \u0938\u093e\u0925 \u0939\u0940 \u0906\u091c \u0915\u0947 \u0924\u0915\u0928\u0940\u0915\u0940 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u092e\u0947\u0902 \u0909\u0928\u0915\u0940 \u092c\u0922\u093c\u0924\u0940 \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915\u0924\u093e, \u0909\u0928\u094d\u0939\u0947\u0902 \u0928\u093f\u0930\u0902\u0924\u0930 \u0930\u0941\u091a\u093f \u0914\u0930 \u0935\u093f\u0915\u093e\u0938 \u0915\u093e \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0964 \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u091c\u0948\u0938\u0940 \u0938\u0947\u0935\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0909\u0928\u0915\u093e \u090f\u0915\u0940\u0915\u0930\u0923 \u0909\u0928\u0915\u0940 \u092a\u094d\u0930\u092f\u094b\u091c\u094d\u092f\u0924\u093e \u0914\u0930 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u0914\u0930 \u092c\u0922\u093c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>","protected":false},"featured_media":469001,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-478201","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Neural Networks<\/mark>","faq_items":[{"question":"What are Neural Networks?","answer":"<p>Neural networks are computational systems that mimic the structure and functioning of the human brain. They consist of interconnected nodes, called neurons, that process information using dynamic state responses to external inputs. They are used in various applications such as machine learning, pattern recognition, and data mining.<\/p>"},{"question":"How did Neural Networks originate?","answer":"<p>The concept of neural networks originated in the 1940s with the mathematical model of a neuron by Warren McCulloch and Walter Pitts. It evolved through the creation of the Perceptron in 1958 by Frank Rosenblatt, and later gained popularity in the 1980s and 1990s with advancements in backpropagation algorithms and computational power.<\/p>"},{"question":"What are the key components of a Neural Network?","answer":"<p>A typical neural network consists of three main layers: the Input Layer that receives the data, Hidden Layers that process the data through weighted connections, and the Output Layer that produces the final prediction or result. The connections have associated weights that are adjusted during the learning process.<\/p>"},{"question":"What are the types of Neural Networks?","answer":"<p>There are several types of neural networks, including Feedforward Neural Networks, Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), and Generative Adversarial Networks (GAN). Each type is specialized for different tasks and applications.<\/p>"},{"question":"What are the common uses of Neural Networks?","answer":"<p>Neural networks are commonly used for tasks such as image recognition, speech processing, financial forecasting, and many other applications where pattern recognition and predictive modeling are required.<\/p>"},{"question":"What challenges are associated with Neural Networks, and how can they be overcome?","answer":"<p>Challenges with neural networks include overfitting, computational complexity, and interpretability. These can be addressed through proper data preparation, selecting the appropriate network architecture, using regularization techniques, and employing robust validation strategies.<\/p>"},{"question":"How are Neural Networks related to Proxy Servers like OneProxy?","answer":"<p>Proxy servers like OneProxy can enhance the functionality of neural networks by allowing secure and anonymous data collection and processing. They enable decentralized training and can be applied in scenarios where privacy and data integrity are important.<\/p>"},{"question":"What are some future perspectives and technologies related to Neural Networks?","answer":"<p>Future perspectives in neural networks include the development of Quantum Neural Networks, energy-efficient learning methods, and improving the interpretability of neural models. These represent some of the cutting-edge research areas that are driving the field forward.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/478201","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/478201\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media\/469001"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media?parent=478201"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}