{"id":8187,"date":"2021-06-05T22:36:10","date_gmt":"2021-06-05T15:36:10","guid":{"rendered":"http:\/\/trizgyrus.com\/blogtsk\/?p=8187"},"modified":"2021-06-05T22:36:12","modified_gmt":"2021-06-05T15:36:12","slug":"phan-ung-giua-cac-bieu-dien-trong-cortices-thi-giac-va-mang-than-kinh","status":"publish","type":"post","link":"https:\/\/cstc.vn\/blogtsk\/phan-ung-giua-cac-bieu-dien-trong-cortices-thi-giac-va-mang-than-kinh\/","title":{"rendered":"Ph\u1ea3n \u1ee9ng gi\u1eefa c\u00e1c bi\u1ec3u di\u1ec5n trong cortices th\u1ecb gi\u00e1c v\u00e0 m\u1ea1ng th\u1ea7n kinh"},"content":{"rendered":"<p><em><img decoding=\"async\" loading=\"lazy\" width=\"800\" height=\"530\" class=\"img-responsive aligncenter wp-image-8188\" src=\"http:\/\/trizgyrus.com\/blogtsk\/wp-content\/uploads\/2021\/06\/correspondence-between-representations-in-visual-c.jpeg\" alt=\"Correspondence between representations in visual cortices and neural networks\" srcset=\"https:\/\/cstc.vn\/blogtsk\/wp-content\/uploads\/2021\/06\/correspondence-between-representations-in-visual-c.jpeg 800w, https:\/\/cstc.vn\/blogtsk\/wp-content\/uploads\/2021\/06\/correspondence-between-representations-in-visual-c-300x199.jpeg 300w, https:\/\/cstc.vn\/blogtsk\/wp-content\/uploads\/2021\/06\/correspondence-between-representations-in-visual-c-768x509.jpeg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>Nghi\u00ean c\u1ee9u \u0111\u00e3 b\u00e1o c\u00e1o c\u00e1c \u0111\u1eb7c t\u00ednh t\u01b0\u01a1ng t\u1ef1 gi\u1eefa c\u00e1c m\u1ea1ng th\u1ea7n kinh s\u00e2u \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n s\u1ef1 ch\u00fa \u00fd v\u00e0 v\u1ecf n\u00e3o th\u1ecb gi\u00e1c s\u01a1 c\u1ea5p (V1) c\u1ee7a \u0111\u1ed9ng v\u1eadt linh tr\u01b0\u1edfng. Nh\u00e0 cung c\u1ea5p h\u00ecnh \u1ea3nh: Nobuhiko Wagatsuma<\/em><\/p>\n<p>M\u1ed9t nh\u00f3m nghi\u00ean c\u1ee9u d\u1eabn \u0111\u1ea7u b\u1edfi Nobuhiko Wagatsuma, Gi\u1ea3ng vi\u00ean \u0110\u1ea1i h\u1ecdc Toho, Akinori Hidaka, Ph\u00f3 Gi\u00e1o s\u01b0 t\u1ea1i \u0110\u1ea1i h\u1ecdc Tokyo Denki, v\u00e0 Hiroshi Tamura, Ph\u00f3 Gi\u00e1o s\u01b0 t\u1ea1i \u0110\u1ea1i h\u1ecdc Osaka, \u0111\u00e3 ph\u00e1t hi\u1ec7n ra r\u1eb1ng c\u1ea5u tr\u00fac m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh c\u1ee7a d\u1ef1 \u0111o\u00e1n s\u1ef1 ch\u00fa \u00fd, d\u1ef1a tr\u00ean h\u1ecdc s\u00e2u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, c\u00f3 c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m t\u01b0\u01a1ng t\u1ef1 nh\u01b0 c\u01a1 ch\u1ebf n\u00e3o c\u1ee7a \u0111\u1ed9ng v\u1eadt linh tr\u01b0\u1edfng.<\/p>\n<p>Kh\u00e1m ph\u00e1 n\u00e0y \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p nghi\u00ean c\u1ee9u so s\u00e1nh ho\u1ea1t \u0111\u1ed9ng n\u00e3o b\u1ed9 gi\u1eefa kh\u1ec9 v\u00e0 ng\u01b0\u1eddi v\u1edbi m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh nh\u00e2n t\u1ea1o. Ph\u00e1t hi\u1ec7n n\u00e0y c\u00f3 th\u1ec3 h\u1eefu \u00edch kh\u00f4ng ch\u1ec9 \u0111\u1ec3 hi\u1ec3u c\u01a1 ch\u1ebf v\u1ecf n\u00e3o ch\u1ecdn l\u1ecdc c\u00f3 ch\u1ee7 \u00fd c\u1ee7a ng\u01b0\u1eddi m\u00e0 c\u00f2n \u0111\u1ec3 ph\u00e1t tri\u1ec3n tr\u00ed nh\u00e2n t\u1ea1o th\u00f4ng minh.<\/p>\n<p>M\u1ea1ng n\u01a1-ron s\u00e2u (DNN), \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong ph\u00e1t tri\u1ec3n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, l\u00e0 c\u00e1c m\u00f4 h\u00ecnh to\u00e1n h\u1ecdc \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c c\u00e1c c\u01a1 ch\u1ebf th\u00edch h\u1ee3p \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 c\u1ee5 th\u1ec3 t\u1eeb kh\u00f3a \u0111\u00e0o t\u1ea1o v\u1edbi m\u1ed9t t\u1eadp d\u1eef li\u1ec7u quy m\u00f4 l\u1edbn. Tuy nhi\u00ean, c\u00e1c c\u01a1 ch\u1ebf chi ti\u1ebft b\u00ean d\u01b0\u1edbi c\u00e1c DNN th\u00f4ng qua qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp n\u00e0y v\u1eabn ch\u01b0a \u0111\u01b0\u1ee3c l\u00e0m r\u00f5.<\/p>\n<p>M\u1ed9t nh\u00f3m nghi\u00ean c\u1ee9u d\u1eabn \u0111\u1ea7u b\u1edfi Nobuhiko Wagatsuma, Gi\u1ea3ng vi\u00ean Khoa Khoa h\u1ecdc, \u0110\u1ea1i h\u1ecdc Toho, Akinori Hidaka, Ph\u00f3 Gi\u00e1o s\u01b0 t\u1ea1i Khoa Khoa h\u1ecdc v\u00e0 K\u1ef9 thu\u1eadt, \u0110\u1ea1i h\u1ecdc Tokyo Denki, v\u00e0 Hiroshi Tamura, Ph\u00f3 Gi\u00e1o s\u01b0 t\u1ea1i Tr\u01b0\u1eddng Cao h\u1ecdc Khoa h\u1ecdc Sinh h\u1ecdc Frontiers, Osaka University, ph\u00e1t hi\u1ec7n ra r\u1eb1ng c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a ph\u1ea3n \u1ee9ng trong DNNs \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n s\u1ef1 ch\u00fa \u00fd \u0111\u1ebfn v\u1ecb tr\u00ed quan tr\u1ecdng nh\u1ea5t trong h\u00ecnh \u1ea3nh ph\u00f9 h\u1ee3p v\u1edbi \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a ph\u1ea3n \u1ee9ng th\u1ea7n kinh trong v\u1ecf n\u00e3o th\u1ecb gi\u00e1c s\u01a1 c\u1ea5p (V1) c\u1ee7a \u0111\u1ed9ng v\u1eadt linh tr\u01b0\u1edfng. Kh\u00e1m ph\u00e1 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 so s\u00e1nh c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a ho\u1ea1t \u0111\u1ed9ng t\u1ebf b\u00e0o th\u1ea7n kinh \u1edf kh\u1ec9 v\u1edbi ho\u1ea1t \u0111\u1ed9ng c\u1ee7a t\u1ebf b\u00e0o th\u1ea7n kinh \u1edf ng\u01b0\u1eddi v\u1edbi DNN.<\/p>\n<p>K\u1ebft qu\u1ea3 c\u1ee7a nghi\u00ean c\u1ee9u n\u00e0y cung c\u1ea5p c\u00e1i nh\u00ecn s\u00e2u s\u1eafc quan tr\u1ecdng v\u1ec1 c\u01a1 ch\u1ebf th\u1ea7n kinh c\u1ee7a s\u1ef1 ch\u00fa \u00fd. Ngo\u00e0i ra, vi\u1ec7c \u00e1p d\u1ee5ng c\u01a1 ch\u1ebf ch\u00fa \u00fd \u1edf c\u00e1c lo\u00e0i linh tr\u01b0\u1edfng bao g\u1ed3m c\u1ea3 con ng\u01b0\u1eddi c\u00f3 th\u1ec3 \u0111\u1ea9y nhanh s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/p>\n<p><strong>\u0110i\u1ec3m ch\u00ednh:<\/strong><\/p>\n<ul>\n<li>S\u1ef1 t\u01b0\u01a1ng \u1ee9ng gi\u1eefa c\u00e1c l\u1edbp th\u1ecb gi\u00e1c linh tr\u01b0\u1edfng v\u00e0 m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh s\u00e2u \u0111\u00e3 \u0111\u01b0\u1ee3c ti\u1ebft l\u1ed9 b\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p nghi\u00ean c\u1ee9u \u0111\u1ec3 so s\u00e1nh ho\u1ea1t \u0111\u1ed9ng th\u1ea7n kinh gi\u1eefa c\u00e1c lo\u00e0i kh\u00e1c nhau, ch\u1eb3ng h\u1ea1n nh\u01b0 ng\u01b0\u1eddi v\u00e0 kh\u1ec9, v\u1edbi m\u1ea1ng th\u1ea7n kinh nh\u00e2n t\u1ea1o.<\/li>\n<li>G\u1ea7n \u0111\u00e2y, m\u1ea1ng n\u01a1-ron s\u00e2u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng l\u00e0m ph\u01b0\u01a1ng ph\u00e1p ch\u00ednh \u0111\u1ec3 ph\u00e1t tri\u1ec3n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Wagatsuma v\u00e0 c\u1ed9ng s\u1ef1 \u0111\u00e3 b\u00e1o c\u00e1o c\u00e1c \u0111\u1eb7c t\u00ednh t\u01b0\u01a1ng t\u1ef1 gi\u1eefa m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh s\u00e2u \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n s\u1ef1 ch\u00fa \u00fd v\u00e0 v\u1ecf n\u00e3o th\u1ecb gi\u00e1c s\u01a1 c\u1ea5p (V1) c\u1ee7a \u0111\u1ed9ng v\u1eadt linh tr\u01b0\u1edfng. Ngo\u00e0i ra, ph\u00e1t hi\u1ec7n c\u1ee7a h\u1ecd ng\u1ee5 \u00fd r\u1eb1ng c\u01a1 ch\u1ebf c\u1ee7a m\u1ea1ng n\u01a1 ron s\u00e2u \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n s\u1ef1 ch\u00fa \u00fd c\u00f3 th\u1ec3 kh\u00e1c v\u1edbi c\u01a1 ch\u1ebf \u0111\u1ec3 ph\u00e2n lo\u1ea1i \u0111\u1ed1i t\u01b0\u1ee3ng nh\u01b0 VGG 16.<\/li>\n<li>Ch\u00fa \u00fd l\u00e0 m\u1ed9t ch\u1ee9c n\u0103ng cho ph\u00e9p ch\u00fang ta tham kh\u1ea3o th\u00f4ng tin quan tr\u1ecdng nh\u1ea5t t\u1ea1i th\u1eddi \u0111i\u1ec3m n\u00e0y, \u0111\u00f3 l\u00e0 t\u1eeb kh\u00f3a quan tr\u1ecdng trong s\u1ef1 ph\u00e1t tri\u1ec3n g\u1ea7n \u0111\u00e2y c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. K\u1ebft qu\u1ea3 c\u1ee7a nghi\u00ean c\u1ee9u n\u00e0y c\u00f3 th\u1ec3 cung c\u1ea5p nh\u1eefng \u0111\u00f3ng g\u00f3p kh\u00f4ng ch\u1ec9 cho vi\u1ec7c t\u00ecm hi\u1ec3u c\u00e1c c\u01a1 ch\u1ebf th\u1ea7n kinh \u0111\u1ec3 l\u1ef1a ch\u1ecdn s\u1ef1 ch\u00fa \u00fd c\u1ee7a c\u00e1c lo\u00e0i linh tr\u01b0\u1edfng bao g\u1ed3m c\u1ea3 con ng\u01b0\u1eddi m\u00e0 c\u00f2n cho vi\u1ec7c ph\u00e1t tri\u1ec3n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/li>\n<\/ul>\n<p><em>Ngu\u1ed3n: medicalxpress<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Nghi\u00ean c\u1ee9u \u0111\u00e3 b\u00e1o c\u00e1o c\u00e1c \u0111\u1eb7c t\u00ednh t\u01b0\u01a1ng t\u1ef1 gi\u1eefa c\u00e1c m\u1ea1ng th\u1ea7n kinh s\u00e2u \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n s\u1ef1 ch\u00fa \u00fd v\u00e0 v\u1ecf n\u00e3o th\u1ecb gi\u00e1c s\u01a1 c\u1ea5p (V1) c\u1ee7a \u0111\u1ed9ng v\u1eadt linh tr\u01b0\u1edfng. &hellip; <\/p>\n","protected":false},"author":1,"featured_media":8188,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[82],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v16.7 - 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