{"id":50501,"date":"2022-05-03T13:03:44","date_gmt":"2022-05-03T10:03:44","guid":{"rendered":"http:\/\/iteach.vspu.ru\/?p=50501"},"modified":"2022-06-06T21:30:51","modified_gmt":"2022-06-06T18:30:51","slug":"iskusstvennyie-neyronnyie-seti-v-tvorchestve-vyimyisel-ili-realnost","status":"publish","type":"post","link":"https:\/\/newedu.fizmat.vspu.ru\/iteach\/05-2022\/50501\/","title":{"rendered":"\u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0435 \u0441\u0435\u0442\u0438 \u0432 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435- \u0432\u044b\u043c\u044b\u0441\u0435\u043b \u0438\u043b\u0438 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/youtu.be\/XIpdUCultLo\">https:\/\/youtu.be\/XIpdUCultLo<\/a><\/p>\n<p><strong>\u0422\u0435\u043c\u0430 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f: <\/strong>\u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0435 \u0441\u0435\u0442\u0438.<\/p>\n<p><strong>\u0426\u0435\u043b\u044c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f:<\/strong> \u0412\u044b\u044f\u0441\u043d\u0438\u0442\u044c, \u043a\u0430\u043a \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0435 \u0441\u0435\u0442\u0438 \u043c\u043e\u0433\u0443\u0442 \u00ab\u0442\u0432\u043e\u0440\u0438\u0442\u044c\u00bb.<\/p>\n<hr \/>\n<p><strong>\u0413\u0438\u043f\u043e\u0442\u0435\u0437\u0430 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f: <\/strong>\u041d\u044b\u043d\u0435\u0448\u043d\u0438\u0435 \u0442\u0435\u043d\u0434\u0435\u043d\u0446\u0438\u0438 \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044f \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 \u0441\u0442\u0430\u0432\u044f\u0442 \u043f\u043e\u0434 \u0441\u043e\u043c\u043d\u0435\u043d\u0438\u0435 \u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0435, \u0447\u0442\u043e \u0442\u0432\u043e\u0440\u0447\u0435\u0441\u0442\u0432\u043e \u2013 \u0441\u0444\u0435\u0440\u0430, \u0442\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u043e \u043f\u0440\u0438\u043d\u0430\u0434\u043b\u0435\u0436\u0430\u0449\u0430\u044f \u0438\u0441\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0443.<\/p>\n<hr \/>\n<p><strong>\u0417\u0430\u0434\u0430\u0447\u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f:<\/strong><\/p>\n<ol>\n<li>\u00a0\u041f\u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u0442\u044c\u0441\u044f \u0441 \u0438\u0441\u0442\u043e\u0440\u0438\u0435\u0439 \u0432\u043e\u0437\u043d\u0438\u043a\u043d\u043e\u0432\u0435\u043d\u0438\u044f \u0438 \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044f \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439.<\/li>\n<li>\u041f\u0440\u0438\u0432\u0435\u0441\u0442\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u0442\u0432\u043e\u0440\u0447\u0435\u0441\u043a\u0438\u0445 \u0440\u0430\u0431\u043e\u0442, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c\u0438 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u043c\u0438 \u0441\u0435\u0442\u044f\u043c\u0438.<\/li>\n<li>\u041e\u0446\u0435\u043d\u0438\u0442\u044c \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0430.<\/li>\n<\/ol>\n<hr \/>\n<p><strong>\u041c\u0435\u0442\u043e\u0434\u044b \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f:\u00a0<\/strong><\/p>\n<ol>\n<li>\u0418\u0437\u0443\u0447\u0435\u043d\u0438\u0435 \u0438 \u0430\u043d\u0430\u043b\u0438\u0437 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u043e\u0432;<\/li>\n<li>\u0421\u043e\u0446\u0438\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043e\u043f\u0440\u043e\u0441;<\/li>\n<li>\u0410\u043d\u0430\u043b\u0438\u0437 \u0432\u0441\u0435\u0445 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445.<\/li>\n<\/ol>\n<hr \/>\n<p><a href=\"https:\/\/time.graphics\/line\/661378\">\u0418\u0441\u0442\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0445\u0440\u043e\u043d\u043e\u043b\u043e\u0433\u0438\u044f \u0441\u043e\u0431\u044b\u0442\u0438\u0439<\/a><\/p>\n<p><a href=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/lenta.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-50915\" src=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/lenta-300x140.png\" alt=\"\" width=\"643\" height=\"300\" srcset=\"https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/lenta-300x140.png 300w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/lenta-768x358.png 768w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/lenta-1024x477.png 1024w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/lenta.png 1246w\" sizes=\"auto, (max-width: 643px) 100vw, 643px\" \/><\/a><\/p>\n<hr \/>\n<p>\u041f\u043b\u0430\u043d \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f:<a href=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/New-Mind-Map.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-51143\" src=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/New-Mind-Map-300x127.jpg\" alt=\"\" width=\"643\" height=\"273\" srcset=\"https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/New-Mind-Map-300x127.jpg 300w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/New-Mind-Map-768x326.jpg 768w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/New-Mind-Map-1024x434.jpg 1024w\" sizes=\"auto, (max-width: 643px) 100vw, 643px\" \/><\/a><\/p>\n<p>\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u043c\u043e\u0435\u0433\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u043e \u0442\u0435\u043c\u0435 &#171;\u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0435 \u0441\u0435\u0442\u0438 \u0432 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435- \u0432\u044b\u043c\u044b\u0441\u0435\u043b \u0438\u043b\u0438 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c&#187; \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u044b \u0432 <a href=\"https:\/\/prezi.com\/view\/LJ9zmUAmvQG5UBAGSQia\/\">\u043f\u0440\u0435\u0437\u0435\u043d\u0442\u0430\u0446\u0438\u0438<\/a>.<\/p>\n<hr \/>\n<p><em>\u0418\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u0435 \u0444\u0430\u043a\u0442\u044b:<\/em><\/p>\n<ol>\n<li>\u041d\u0435\u0434\u0430\u0432\u043d\u043e \u0431\u044b\u043b\u0430 \u0441\u044b\u0433\u0440\u0430\u043d\u0430 \u0443\u0434\u0438\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u0448\u0430\u0445\u043c\u0430\u0442\u043d\u0430\u044f \u043f\u0430\u0440\u0442\u0438\u044f. \u0418\u0433\u0440\u0430\u043b\u0430 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u0430\u044f \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0430 \u043f\u0440\u043e\u0442\u0438\u0432 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430. \u041d\u043e \u0443\u0434\u0438\u0432\u0438\u0442\u0435\u043b\u0435\u043d \u043d\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043f\u0430\u0440\u0442\u0438\u0438 (\u0448\u0430\u0445\u043c\u0430\u0442\u043d\u044b\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u0441\u0435\u0433\u043e\u0434\u043d\u044f \u043b\u0435\u0433\u043a\u043e \u043e\u0431\u044b\u0433\u0440\u044b\u0432\u0430\u044e\u0442 \u0434\u0430\u0436\u0435 \u0447\u0435\u043c\u043f\u0438\u043e\u043d\u043e\u0432 \u043c\u0438\u0440\u0430, \u0445\u043e\u0442\u044f \u0432 \u044d\u0442\u043e\u0442 \u0440\u0430\u0437 \u043f\u043e\u0431\u0435\u0434\u0438\u043b \u0447\u0435\u043b\u043e\u0432\u0435\u043a), \u0430 \u0442\u043e, \u0447\u0442\u043e \u044d\u0442\u043e \u0431\u044b\u043b\u0430 \u0437\u0430 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0430. \u042d\u0442\u043e GPT-2, \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u044c, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u0435\u0442 \u0437\u0430 \u0442\u0435\u0431\u044f \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u043d\u044b\u0439 \u0442\u0435\u043a\u0441\u0442.\u00a0GPT-2 \u0443\u0441\u043f\u0435\u0448\u043d\u043e \u0441\u043e\u043f\u0440\u043e\u0442\u0438\u0432\u043b\u044f\u043b\u0430\u0441\u044c \u0432 \u043f\u0430\u0440\u0442\u0438\u0438 \u043f\u0440\u043e\u0442\u0438\u0432 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430 \u2026 \u0434\u0430\u0436\u0435 \u043d\u0435 \u0437\u043d\u0430\u044f \u043e \u0442\u043e\u043c, \u0447\u0442\u043e \u0438\u0433\u0440\u0430\u0435\u0442 \u0432 \u0448\u0430\u0445\u043c\u0430\u0442\u044b. \u041d\u0435\u0439\u0440\u043ec\u0435\u0442\u0438 \u0434\u0430\u043b\u0438 \u0442\u0435\u043a\u0441\u0442\u044b \u0448\u0430\u0445\u043c\u0430\u0442\u043d\u043e\u0439 \u043d\u043e\u0442\u0430\u0446\u0438\u0438 (\u0437\u0430\u043f\u0438\u0441\u0438 \u0445\u043e\u0434\u043e\u0432 \u043b\u0430\u0442\u0438\u043d\u0438\u0446\u0435\u0439, \u0442.\u0435. e2-e4 \u0438 \u0442.\u0434.) \u2013 \u0431\u0430\u0437\u0443 \u0438\u0437 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043c\u0438\u043b\u043b\u0438\u043e\u043d\u043e\u0432 \u0441\u044b\u0433\u0440\u0430\u043d\u043d\u044b\u0445 \u0448\u0430\u0445\u043c\u0430\u0442\u043d\u044b\u0445 \u043f\u0430\u0440\u0442\u0438\u0439. \u041f\u0440\u0438 \u044d\u0442\u043e\u043c \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0443 \u043d\u0435 \u0443\u0447\u0438\u043b\u0438 \u043f\u0440\u0430\u0432\u0438\u043b\u0430\u043c \u0448\u0430\u0445\u043c\u0430\u0442, \u0434\u043b\u044f \u043d\u0435\u0451 \u0432\u0441\u0435 \u044d\u0442\u0438 \u0437\u0430\u043f\u0438\u0441\u0438 \u043f\u0430\u0440\u0442\u0438\u0439 \u0431\u044b\u043b\u0438 \u043f\u0440\u043e\u0441\u0442\u043e \u0442\u0435\u043a\u0441\u0442\u043e\u043c.<\/li>\n<li>\u0412 2018 \u0433\u043e\u0434\u0443 \u043d\u0430 \u0430\u0443\u043a\u0446\u0438\u043e\u043d\u0435 \u00ab\u0421\u043e\u0442\u0431\u0438\u0441\u00bb \u0437\u0430 \u043f\u043e\u043b\u043c\u0438\u043b\u043b\u0438\u043e\u043d\u0430 \u0434\u043e\u043b\u043b\u0430\u0440\u043e\u0432 \u0431\u044b\u043b \u043f\u0440\u043e\u0434\u0430\u043d \u043d\u0435\u043e\u0431\u044b\u043a\u043d\u043e\u0432\u0435\u043d\u043d\u044b\u0439 \u043b\u043e\u0442: \u00ab\u042d\u0434\u043c\u043e\u043d\u0434 \u0434\u0435 \u0411\u0435\u043b\u0430\u043c\u0438, \u0438\u0437 \u0441\u0435\u043c\u044c\u0438 \u0434\u0435 \u0411\u0435\u043b\u0430\u043c\u0438. \u0421\u043e\u0441\u0442\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u0430\u044f \u0441\u0435\u0442\u044c, \u043f\u0435\u0447\u0430\u0442\u044c \u043d\u0430 \u0445\u043e\u043b\u0441\u0442\u0435, 2018. \u041f\u043e\u0434\u043f\u0438\u0441\u0430\u043d\u0430 \u0444\u0443\u043d\u043a\u0446\u0438\u0435\u0439 \u043f\u043e\u0442\u0435\u0440\u044c \u043c\u043e\u0434\u0435\u043b\u0438 GAN \u0447\u0435\u0440\u043d\u0438\u043b\u0430\u043c\u0438 \u0438\u0437\u0434\u0430\u0442\u0435\u043b\u0435\u043c, \u0438\u0437 \u0441\u0435\u0440\u0438\u0438 \u043e\u0434\u0438\u043d\u043d\u0430\u0434\u0446\u0430\u0442\u0438 \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0445 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439, \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d\u043d\u044b\u0445 Obvious Art, \u041f\u0430\u0440\u0438\u0436, \u0432 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b\u044c\u043d\u043e\u0439 \u043f\u043e\u0437\u043e\u043b\u043e\u0447\u0435\u043d\u043d\u043e\u0439 \u0434\u0435\u0440\u0435\u0432\u044f\u043d\u043d\u043e\u0439 \u0440\u0430\u043c\u0435\u00bb.<\/li>\n<li>\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f NVIDIA \u0432 \u043d\u0430\u0447\u0430\u043b\u0435 2019 \u0433\u043e\u0434\u0430 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0443, \u043f\u0440\u0435\u0432\u0440\u0430\u0449\u0430\u044e\u0449\u0443\u044e \u043a\u0430\u0440\u0442\u0438\u043d\u043a\u0438 \u0438\u0437 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043f\u0440\u043e\u0441\u0442\u044b\u0445 \u0444\u0438\u0433\u0443\u0440 \u0432 \u043a\u0440\u0430\u0441\u0438\u0432\u044b\u0435 \u0434\u0435\u0442\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043a\u0430\u0440\u0442\u0438\u043d\u044b. \u041f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u0434\u0435\u043b\u0430\u0435\u0442 \u043f\u0430\u0440\u0443 \u043c\u0430\u0437\u043a\u043e\u0432, \u0430 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u044c \u0441\u043e\u0437\u0434\u0430\u0451\u0442 \u0438\u0437 \u044d\u0442\u043e\u0433\u043e \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435, \u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u0438\u0437\u0434\u0430\u043b\u0435\u043a\u0430 \u043d\u0435 \u043e\u0442\u043b\u0438\u0447\u0438\u0442\u044c \u043e\u0442 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u0433\u043e \u043f\u043e\u043b\u043e\u0442\u043d\u0430 \u043a\u0430\u043a\u043e\u0433\u043e-\u043d\u0438\u0431\u0443\u0434\u044c \u0445\u0443\u0434\u043e\u0436\u043d\u0438\u043a\u0430-\u043f\u0435\u0439\u0437\u0430\u0436\u0438\u0441\u0442\u0430. \u041c\u043e\u0440\u0435, \u0441\u043a\u0430\u043b\u044b, \u0433\u043e\u0440\u043e\u0434, \u043b\u0435\u0441, \u043e\u0431\u043b\u0430\u043a\u0430 \u2014 \u043d\u0430 \u043a\u0430\u0440\u0442\u0438\u043d\u0443 \u043c\u043e\u0436\u043d\u043e \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u0434\u0435\u0441\u044f\u0442\u043a\u0438 \u0440\u0430\u0437\u043d\u044b\u0445 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432. \u041d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u044c \u0434\u0430\u0436\u0435 \u0441\u0430\u043c\u0430 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442, \u0433\u0434\u0435 \u043d\u0443\u0436\u043d\u044b \u0442\u0435\u043d\u0438 \u0438\u043b\u0438 \u043e\u0442\u0440\u0430\u0436\u0435\u043d\u0438\u044f.<\/li>\n<li>\u0423\u0447\u0451\u043d\u044b\u0435 \u0438\u0437 \u0442\u043e\u043a\u0438\u0439\u0441\u043a\u043e\u0433\u043e \u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0412\u0430\u0441\u044d\u0434\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0443, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0434\u0435\u043b\u0430\u0435\u0442 \u0447\u0451\u0440\u043d\u043e-\u0431\u0435\u043b\u044b\u0435 \u0444\u043e\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438 \u0438 \u0432\u0438\u0434\u0435\u043e \u0446\u0432\u0435\u0442\u043d\u044b\u043c\u0438. \u041d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u044c \u043d\u0430\u0443\u0447\u0438\u043b\u0430\u0441\u044c \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0442\u044c \u0432 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f\u0445 \u043e\u0431\u0449\u0438\u0435 \u043c\u043e\u0442\u0438\u0432\u044b (\u043d\u0435\u0431\u043e \u043e\u0431\u044b\u0447\u043d\u043e \u0433\u043e\u043b\u0443\u0431\u043e\u0435, \u0434\u0435\u0440\u0435\u0432\u044c\u044f \u2014 \u0437\u0435\u043b\u0451\u043d\u044b\u0435 \u0438 \u0442\u0430\u043a \u0434\u0430\u043b\u0435\u0435) \u0438 \u0440\u0430\u0441\u043a\u0440\u0430\u0448\u0438\u0432\u0430\u0442\u044c \u043e\u0431\u044a\u0435\u043a\u0442\u044b \u0432 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0435 \u0446\u0432\u0435\u0442\u0430.<\/li>\n<\/ol>\n<p><img decoding=\"async\" src=\"https:\/\/media.rbcdn.ru\/media\/news\/a6bc2bc6154354_AU06UOQ.jpg\" \/><\/p>\n<hr \/>\n<p><a href=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/zagruzhennoe.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-51697\" src=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/zagruzhennoe-212x300.png\" alt=\"\" width=\"416\" height=\"589\" srcset=\"https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/zagruzhennoe-212x300.png 212w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/zagruzhennoe.png 641w\" sizes=\"auto, (max-width: 416px) 100vw, 416px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLSfp0t2nuyOpoNtdKKvNH7HV61Xb6ci9SGkDKQezS5bYroAr3w\/viewform?usp=sf_link\">\u041e\u043f\u0440\u043e\u0441 \u0434\u043b\u044f \u0430\u0443\u0434\u0438\u0442\u043e\u0440\u0438\u0438 \u043f\u043e \u0442\u0435\u043c\u0435.<\/a><\/p>\n<p>\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u043e\u043f\u0440\u043e\u0441\u0430:<\/p>\n<p><a href=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/1-5.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-51830\" src=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/1-5-300x163.png\" alt=\"\" width=\"450\" height=\"245\" srcset=\"https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/1-5-300x163.png 300w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/1-5-768x418.png 768w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/1-5.png 992w\" sizes=\"auto, (max-width: 450px) 100vw, 450px\" \/><\/a> <a href=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/2-6.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-51831\" src=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/2-6-300x137.png\" alt=\"\" width=\"450\" height=\"205\" srcset=\"https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/2-6-300x137.png 300w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/2-6-768x351.png 768w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/2-6-1024x468.png 1024w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/2-6.png 1069w\" sizes=\"auto, (max-width: 450px) 100vw, 450px\" \/><\/a> <a href=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/3-6.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-51832\" src=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/3-6-300x128.png\" alt=\"\" width=\"450\" height=\"192\" srcset=\"https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/3-6-300x128.png 300w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/3-6-768x328.png 768w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/3-6-1024x438.png 1024w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/3-6.png 1107w\" sizes=\"auto, (max-width: 450px) 100vw, 450px\" \/><\/a> <a href=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/4-6.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-51833\" src=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/4-6-300x159.png\" alt=\"\" width=\"449\" height=\"239\" \/><\/a> <a href=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/5-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-51834\" src=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/5-1-300x111.png\" alt=\"\" width=\"450\" height=\"166\" srcset=\"https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/5-1-300x111.png 300w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/5-1-768x284.png 768w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/5-1-1024x378.png 1024w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/5-1.png 1123w\" sizes=\"auto, (max-width: 450px) 100vw, 450px\" \/><\/a> <a href=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/6-2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-51835\" src=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/6-2-300x135.png\" alt=\"\" width=\"449\" height=\"202\" srcset=\"https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/6-2-300x135.png 300w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/6-2-768x346.png 768w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/6-2.png 1017w\" sizes=\"auto, (max-width: 449px) 100vw, 449px\" \/><\/a> <a href=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/7.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-51836\" src=\"http:\/\/iteach.vspu.ru\/files\/2022\/05\/7-300x130.png\" alt=\"\" width=\"450\" height=\"195\" srcset=\"https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/7-300x130.png 300w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/7-768x332.png 768w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/7-1024x442.png 1024w, https:\/\/newedu.fizmat.vspu.ru\/iteach\/files\/2022\/05\/7.png 1054w\" sizes=\"auto, (max-width: 450px) 100vw, 450px\" \/><\/a><\/p>\n<hr \/>\n<p><em>\u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0438:<\/em><\/p>\n<ul>\n<li>\u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u0432 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435. URl: <a href=\"https:\/\/data.korusconsulting.ru\/press-center\/blog\/iskusstvennyy-intellekt-v-iskusstve\/\">https:\/\/data.korusconsulting.ru\/press-center\/blog\/iskusstvennyy-intellekt-v-iskusstve\/<\/a>\u00a0 (\u0414\u0430\u0442\u0430 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u044f: 27.05.2022)<\/li>\n<li>\u041d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438: \u043f\u0443\u0442\u044c \u043f\u0440\u043e\u0433\u0440\u0435\u0441\u0441\u0430 \u0438\u043b\u0438 \u0431\u043e\u043c\u0431\u0430 \u0437\u0430\u043c\u0435\u0434\u043b\u0435\u043d\u043d\u043e\u0433\u043e \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f? URl: <a href=\"https:\/\/club.dns-shop.ru\/blog\/t-57-tehnologii\/21896-neiroseti-put-progressa-ili-bomba-zamedlennogo-deistviya\/? utm_referrer=https%3A%2F%2Fyandex.ru%2Fsearch%2F%3Ftext%3D%25D0%25B8%25D1%2581%25D0%25BA%25D1%2583%25D1%2581%25D1%2581%25D1%2582%25D0%25B2%25D0%25B5%25D0%25BD%25D0%25BD%25D1%258B%25D0%25B5%2B%25D0%25BD%25D0%25B5%25D0%25B9%25D1%2580%25D0%25BE%25D0%25BD%25D0%25BD%25D1%258B%25D0%25B5%2B%25D1%2581%25D0%25B5%25D1%2582%25D0%25B8%2B%25D1%2582%25D0%25B2%25D0%25BE%25D1%2580%25D1%2587%25D0%25B5%25D1%2581%25D0%25BA%25D0%25BE%25D0%25B5%2B%25D0%25BD%25D0%25B0%25D0%25B7%25D0%25B2%25D0%25B0%25D0%25BD%25D0%25B8%25D0%25B5%2B%25D0%25BF%25D1%2580%25D0%25BE%25D0%25B5%25D0%25BA%25D1%2582%25D0%25B0%26lr%3D38\">https:\/\/club.dns-shop.ru\/blog\/t-57-tehnologii\/21896-neiroseti-put-progressa-ili-bomba-zamedlennogo-deistviya\/? utm_<\/a>\u00a0 (\u0414\u0430\u0442\u0430 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u044f: 03.05.2022)<\/li>\n<li>\u041d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u044c, \u043f\u0438\u0448\u0443\u0449\u0430\u044f \u0442\u0435\u043a\u0441\u0442\u044b \u0434\u043b\u044f SEO | \u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0441 \u0418\u0418 \u0434\u043b\u044f \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430. URl: <a href=\"https:\/\/ant-team.ru\/blog\/iskusstvennyj-intellekt-pishushhij-teksty\/\">https:\/\/ant-team.ru\/blog\/iskusstvennyj-intellekt-pishushhij-teksty\/<\/a> (\u0414\u0430\u0442\u0430 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u044f: 27.05.2022)<\/li>\n<li>15 \u0443\u0434\u0438\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0432\u0435\u0449\u0435\u0439,\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043d\u0430\u0443\u0447\u0438\u043b\u0438\u0441\u044c \u0434\u0435\u043b\u0430\u0442\u044c \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438.\u00a0URl: <a href=\"https:\/\/lifehacker.ru\/chto-umeyut-nejroseti\/\">https:\/\/lifehacker.ru\/chto-umeyut-nejroseti\/<\/a>\u00a0(\u0414\u0430\u0442\u0430 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u044f: 03.06.2022)<\/li>\n<li>\u0427\u0442\u043e \u0443\u043c\u0435\u044e\u0442 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438: 10 \u043a\u0440\u0443\u0442\u044b\u0445 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u0432 \u0438\u0437 \u043d\u0435\u0434\u0430\u0432\u043d\u0438\u0445 \u043d\u043e\u0432\u043e\u0441\u0442\u0435\u0439. URl: <a href=\"https:\/\/proglib.io\/p\/chto-umeyut-neyroseti-10-krutyh-primerov-iz-nedavnih-novostey-2020-02-21\">https:\/\/proglib.io\/p\/chto-umeyut-neyroseti-10-krutyh-primerov-iz-nedavnih-novostey-2020-02-21<\/a>\u00a0(\u0414\u0430\u0442\u0430 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u044f: 03.06.2022)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; \u0422\u0435\u043c\u0430 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f: \u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0435 \u0441\u0435\u0442\u0438. \u0426\u0435\u043b\u044c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f: \u0412\u044b\u044f\u0441\u043d\u0438\u0442\u044c, \u043a\u0430\u043a \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0435 \u0441\u0435\u0442\u0438 \u043c\u043e\u0433\u0443\u0442 \u00ab\u0442\u0432\u043e\u0440\u0438\u0442\u044c\u00bb. \u0413\u0438\u043f\u043e\u0442\u0435\u0437\u0430 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f: \u041d\u044b\u043d\u0435\u0448\u043d\u0438\u0435 \u0442\u0435\u043d\u0434\u0435\u043d\u0446\u0438\u0438 \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044f \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 \u0441\u0442\u0430\u0432\u044f\u0442 \u043f\u043e\u0434 \u0441\u043e\u043c\u043d\u0435\u043d\u0438\u0435 \u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0435, \u0447\u0442\u043e \u0442\u0432\u043e\u0440\u0447\u0435\u0441\u0442\u0432\u043e \u2013 \u0441\u0444\u0435\u0440\u0430, \u0442\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u043e \u043f\u0440\u0438\u043d\u0430\u0434\u043b\u0435\u0436\u0430\u0449\u0430\u044f \u0438\u0441\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0443. \u0417\u0430\u0434\u0430\u0447\u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f: \u00a0\u041f\u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u0442\u044c\u0441\u044f \u0441 \u0438\u0441\u0442\u043e\u0440\u0438\u0435\u0439 \u0432\u043e\u0437\u043d\u0438\u043a\u043d\u043e\u0432\u0435\u043d\u0438\u044f \u0438 \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044f \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439. \u041f\u0440\u0438\u0432\u0435\u0441\u0442\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u0442\u0432\u043e\u0440\u0447\u0435\u0441\u043a\u0438\u0445 \u0440\u0430\u0431\u043e\u0442, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c\u0438 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u043c\u0438 \u0441\u0435\u0442\u044f\u043c\u0438. \u041e\u0446\u0435\u043d\u0438\u0442\u044c&#8230;<\/p>\n","protected":false},"author":18579,"featured_media":50504,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"link","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-50501","post","type-post","status-publish","format-link","has-post-thumbnail","hentry","category-proekt-v-razrabotke","post_format-post-format-link"],"_links":{"self":[{"href":"https:\/\/newedu.fizmat.vspu.ru\/iteach\/wp-json\/wp\/v2\/posts\/50501","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/newedu.fizmat.vspu.ru\/iteach\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/newedu.fizmat.vspu.ru\/iteach\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/newedu.fizmat.vspu.ru\/iteach\/wp-json\/wp\/v2\/users\/18579"}],"replies":[{"embeddable":true,"href":"https:\/\/newedu.fizmat.vspu.ru\/iteach\/wp-json\/wp\/v2\/comments?post=50501"}],"version-history":[{"count":0,"href":"https:\/\/newedu.fizmat.vspu.ru\/iteach\/wp-json\/wp\/v2\/posts\/50501\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/newedu.fizmat.vspu.ru\/iteach\/wp-json\/wp\/v2\/media\/50504"}],"wp:attachment":[{"href":"https:\/\/newedu.fizmat.vspu.ru\/iteach\/wp-json\/wp\/v2\/media?parent=50501"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/newedu.fizmat.vspu.ru\/iteach\/wp-json\/wp\/v2\/categories?post=50501"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/newedu.fizmat.vspu.ru\/iteach\/wp-json\/wp\/v2\/tags?post=50501"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}