{"id":39,"date":"2025-03-25T07:35:08","date_gmt":"2025-03-25T07:35:08","guid":{"rendered":"https:\/\/phuocloc.edu.vn\/?p=39"},"modified":"2025-03-27T09:00:55","modified_gmt":"2025-03-27T09:00:55","slug":"top-10-cong-nghe-tri-tue-nhan-tao-hang-dau-hien-nay","status":"publish","type":"post","link":"https:\/\/phuocloc.edu.vn\/index.php\/2025\/03\/25\/top-10-cong-nghe-tri-tue-nhan-tao-hang-dau-hien-nay\/","title":{"rendered":"Top 10 c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o h\u00e0ng \u0111\u1ea7u hi\u1ec7n nay"},"content":{"rendered":"

NDO –\u00a0<\/span>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/a>\u00a0l\u00e0 m\u1ed9t ng\u00e0nh khoa h\u1ecdc m\u00e1y t\u00ednh \u0111\u1ec1 c\u1eadp \u0111\u1ebfn qu\u00e1 tr\u00ecnh t\u00e1i t\u1ea1o tr\u00ed th\u00f4ng minh c\u1ee7a con ng\u01b0\u1eddi trong m\u00e1y m\u00f3c. N\u00f3 bao g\u1ed3m m\u1ed9t lo\u1ea1t c\u00e1c k\u1ef9 thu\u1eadt v\u00e0 c\u00f4ng c\u1ee5 kh\u00e1c nhau, nhi\u1ec1u k\u1ef9 thu\u1eadt \u0111\u00e3 \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n v\u00e0 \u0111\u01b0a v\u00e0o th\u1ef1c t\u1ebf, c\u00f3 t\u00e1c \u0111\u1ed9ng s\u00e2u r\u1ed9ng \u0111\u1ebfn m\u1ecdi l\u0129nh v\u1ef1c c\u1ee7a \u0111\u1eddi s\u1ed1ng x\u00e3 h\u1ed9i.<\/p>\n

D\u01b0\u1edbi \u0111\u00e2y l\u00e0 danh s\u00e1ch 10 c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o hot nh\u1ea5t hi\u1ec7n nay.<\/p>\n

1. S\u1ea3n sinh ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean\u00a0(Natural language generation)<\/em><\/strong><\/p>\n

M\u00e1y m\u00f3c x\u1eed l\u00fd v\u00e0 giao ti\u1ebfp theo m\u1ed9t c\u00e1ch kh\u00e1c v\u1edbi b\u1ed9 n\u00e3o con ng\u01b0\u1eddi. T\u1ea1o ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 ph\u1ed5 bi\u1ebfn gi\u00fap chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac th\u00e0nh ng\u00f4n ng\u1eef b\u1ea3n \u0111\u1ecba. M\u00e1y m\u00f3c \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh v\u1edbi c\u00e1c thu\u1eadt to\u00e1n \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u sang \u0111\u1ecbnh d\u1ea1ng mong mu\u1ed1n c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n

Ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean<\/a>\u00a0l\u00e0 m\u1ed9t nh\u00e1nh c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o gi\u00fap c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n n\u1ed9i dung t\u1ef1 \u0111\u1ed9ng h\u00f3a n\u1ed9i dung v\u00e0 ph\u00e2n ph\u1ed1i \u1edf \u0111\u1ecbnh d\u1ea1ng mong mu\u1ed1n. C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n n\u1ed9i dung c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng n\u1ed9i dung \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u1ec3 qu\u1ea3ng c\u00e1o tr\u00ean c\u00e1c n\u1ec1n t\u1ea3ng m\u1ea1ng x\u00e3 h\u1ed9i kh\u00e1c nhau v\u00e0 c\u00e1c n\u1ec1n t\u1ea3ng truy\u1ec1n th\u00f4ng kh\u00e1c \u0111\u1ec3 ti\u1ebfp c\u1eadn \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau.<\/p>\n

S\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi s\u1ebd gi\u1ea3m \u0111\u00e1ng k\u1ec3 v\u00ec d\u1eef li\u1ec7u s\u1ebd \u0111\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i th\u00e0nh c\u00e1c \u0111\u1ecbnh d\u1ea1ng mong mu\u1ed1n. D\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb d\u01b0\u1edbi d\u1ea1ng bi\u1ec3u \u0111\u1ed3, \u0111\u1ed3 th\u1ecb\u2026<\/p>\n\n\n\n
\"Top<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

2. Nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i\u00a0(Speech recognition)<\/em><\/strong><\/p>\n

Nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i l\u00e0 m\u1ed9t nh\u00e1nh quan tr\u1ecdng kh\u00e1c c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, chuy\u1ec3n \u0111\u1ed5i gi\u1ecdng n\u00f3i c\u1ee7a con ng\u01b0\u1eddi th\u00e0nh m\u1ed9t \u0111\u1ecbnh d\u1ea1ng h\u1eefu \u00edch v\u00e0 c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c b\u1eb1ng c\u00e1c \u1ee9ng d\u1ee5ng m\u00e1y t\u00ednh. C\u00f4ng ngh\u1ec7 n\u00e0y l\u00e0 c\u1ea7u n\u1ed1i t\u01b0\u01a1ng t\u00e1c gi\u1eefa m\u00e1y t\u00ednh v\u00e0 con ng\u01b0\u1eddi. \u1ee8ng d\u1ee5ng Siri c\u1ee7a iPhone l\u00e0 m\u1ed9t v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh v\u1ec1 nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i.<\/p>\n

3. Tr\u1ee3 l\u00fd \u1ea3o\u00a0(Virtual agent)<\/em><\/strong><\/p>\n

Tr\u1ee3 l\u00fd \u1ea3o (virtual agent)<\/a>\u00a0\u0111\u00e3 tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 r\u1ea5t h\u1eefu \u00edch \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 thi\u1ebft k\u1ebf h\u01b0\u1edbng d\u1eabn. Tr\u1ee3 l\u00fd \u1ea3o l\u00e0 m\u1ed9t \u1ee9ng d\u1ee5ng m\u00e1y t\u00ednh t\u01b0\u01a1ng t\u00e1c v\u1edbi con ng\u01b0\u1eddi. C\u00e1c \u1ee9ng d\u1ee5ng web v\u00e0 di \u0111\u1ed9ng cung c\u1ea5p t\u00ednh n\u0103ng chatbot ho\u1ea1t \u0111\u1ed9ng nh\u01b0 c\u00e1c tr\u1ee3 l\u00fd d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng \u0111\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi con ng\u01b0\u1eddi v\u00e0 tr\u1ea3 l\u1eddi c\u00e1c truy v\u1ea5n c\u1ee7a h\u1ecd.<\/p>\n

Tr\u1ee3 l\u00fd \u1ea3o Google (Google Assistant) gi\u00fap t\u1ed5 ch\u1ee9c c\u00e1c cu\u1ed9c h\u1ecdp, trong khi Alexia – tr\u1ee3 l\u00fd \u1ea3o c\u1ee7a Amazon gi\u00fap vi\u1ec7c mua s\u1eafm c\u1ee7a b\u1ea1n tr\u1edf n\u00ean d\u1ec5 d\u00e0ng h\u01a1n. Tr\u1ee3 l\u00fd \u1ea3o c\u0169ng ho\u1ea1t \u0111\u1ed9ng gi\u1ed1ng nh\u01b0 m\u1ed9t tr\u1ee3 l\u00fd ng\u00f4n ng\u1eef, t\u00f9y theo s\u1ef1 l\u1ef1a ch\u1ecdn v\u00e0 s\u1edf th\u00edch c\u1ee7a b\u1ea1n. Tr\u1ee3 l\u00fd \u1ea3o Watson c\u1ee7a IBM c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c c\u00e1c truy v\u1ea5n d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng \u0111i\u1ec3n h\u00ecnh \u0111\u01b0\u1ee3c h\u1ecfi theo nhi\u1ec1u c\u00e1ch kh\u00e1c nhau.<\/p>\n

B\u00ean c\u1ea1nh \u0111\u00f3, c\u00e1c tr\u1ee3 l\u00fd \u1ea3o c\u0169ng ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t ph\u1ea7n m\u1ec1m d\u01b0\u1edbi d\u1ea1ng d\u1ecbch v\u1ee5 (SaaS) – m\u00f4 h\u00ecnh ph\u00e2n ph\u1ed1i d\u1ecbch v\u1ee5 \u1ee9ng d\u1ee5ng ph\u1ea7n m\u1ec1m, trong \u0111\u00f3 nh\u00e0 cung c\u1ea5p kh\u00f4ng b\u00e1n s\u1ea3n ph\u1ea9m ph\u1ea7n m\u1ec1m m\u00e0 b\u00e1n d\u1ecbch v\u1ee5 d\u1ef1a tr\u00ean ph\u1ea7n m\u1ec1m \u0111\u00f3.<\/p>\n\n\n\n
\"Top<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

4. Qu\u1ea3n l\u00fd quy\u1ebft \u0111\u1ecbnh\u00a0(Decision management)<\/em><\/strong><\/p>\n

C\u00e1c c\u00f4ng ty hi\u1ec7n nay \u0111ang tri\u1ec3n khai c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd quy\u1ebft \u0111\u1ecbnh \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u00e0nh c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n. H\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd quy\u1ebft \u0111\u1ecbnh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 nh\u1eadn th\u00f4ng tin c\u1eadp nh\u1eadt, sau \u0111\u00f3 ti\u1ebfn h\u00e0nh ph\u00e2n t\u00edch d\u1eef li\u1ec7u kinh doanh nh\u1eb1m h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh c\u1ee7a doanh nghi\u1ec7p.<\/p>\n

Qu\u1ea3n l\u00fd quy\u1ebft \u0111\u1ecbnh gi\u00fap \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng, tr\u00e1nh \u0111\u01b0\u1ee3c nh\u1eefng r\u1ee7i ro, v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh. H\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd quy\u1ebft \u0111\u1ecbnh \u0111\u01b0\u1ee3c tri\u1ec3n khai r\u1ed9ng r\u00e3i trong l\u0129nh v\u1ef1c t\u00e0i ch\u00ednh, y t\u1ebf, th\u01b0\u01a1ng m\u1ea1i, b\u1ea3o hi\u1ec3m, th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed…<\/p>\n

5. Sinh tr\u1eafc h\u1ecdc\u00a0(Biometrics)<\/em><\/strong><\/p>\n

Sinh tr\u1eafc h\u1ecdc l\u00e0 ph\u00e9p \u0111o v\u00e0 ph\u00e2n t\u00edch th\u1ed1ng k\u00ea c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m sinh h\u1ecdc v\u00e0 h\u00e0nh vi \u0111\u1ed9c \u0111\u00e1o c\u1ee7a con ng\u01b0\u1eddi. C\u00f4ng ngh\u1ec7 n\u00e0y ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 nh\u1eadn d\u1ea1ng v\u00e0 ki\u1ec3m so\u00e1t truy c\u1eadp, ho\u1eb7c \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c c\u00e1 nh\u00e2n thu\u1ed9c di\u1ec7n b\u1ecb gi\u00e1m s\u00e1t.<\/p>\n

X\u00e1c th\u1ef1c sinh tr\u1eafc h\u1ecdc (biometric authentication) ng\u00e0y c\u00e0ng tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn trong c\u00e1c h\u1ec7 th\u1ed1ng an ninh c\u00f4ng c\u1ed9ng v\u00e0 doanh nghi\u1ec7p, \u0111i\u1ec7n t\u1eed ti\u00eau d\u00f9ng v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng \u0111i\u1ec3m b\u00e1n l\u1ebb POS. Ngo\u00e0i v\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt, \u0111\u1ed9ng l\u1ef1c th\u00fac \u0111\u1ea9y x\u00e1c th\u1ef1c sinh tr\u1eafc h\u1ecdc l\u00e0 s\u1ef1 ti\u1ec7n l\u1ee3i v\u00ec c\u00f4ng ngh\u1ec7 n\u00e0y kh\u00f4ng y\u00eau c\u1ea7u ph\u1ea3i nh\u1edb m\u1eadt kh\u1ea9u kh\u1ea9u hay mang theo m\u00e3 th\u00f4ng b\u00e1o b\u1ea3o m\u1eadt (security tokens).<\/p>\n

<\/div>\n

X\u00e1c th\u1ef1c sinh tr\u1eafc h\u1ecdc th\u1ef1c hi\u1ec7n th\u00f4ng qua c\u00e1c d\u1ea5u hi\u1ec7u nh\u1eadn di\u1ec7n nh\u01b0: d\u1ea5u v\u00e2n tay, d\u00e1i tai, v\u00f5ng m\u1ea1c, h\u00ecnh d\u1ea1ng b\u00e0n tay, khu\u00f4n m\u1eb7t ho\u1eb7c ch\u1eef k\u00fd b\u1eb1ng v\u0103n b\u1ea3n. Trong \u0111\u00f3, d\u1ea5u v\u00e2n tay l\u00e0 lo\u1ea1i x\u00e1c th\u1ef1c sinh tr\u1eafc h\u1ecdc \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng ph\u1ed5 bi\u1ebfn v\u00e0 l\u00e2u \u0111\u1eddi nh\u1ea5t.<\/p>\n\n\n\n
\"Top<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

6. H\u1ecdc m\u00e1y\u00a0(Machine learning)<\/em><\/strong><\/p>\n

H\u1ecdc m\u00e1y l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o cho ph\u00e9p m\u00e1y m\u00f3c hi\u1ec3u \u0111\u01b0\u1ee3c c\u00e1c t\u1eadp d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh. K\u1ef9 thu\u1eadt h\u1ecdc m\u00e1y gi\u00fap c\u00e1c doanh nghi\u1ec7p \u0111\u01b0a ra nh\u1eefng quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t v\u1edbi c\u00e1c ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1eb1ng thu\u1eadt to\u00e1n v\u00e0 m\u00f4 h\u00ecnh th\u1ed1ng k\u00ea.<\/p>\n

H\u1ecdc m\u00e1y \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau. L\u0129nh v\u1ef1c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe v\u00e0 chuy\u00ean m\u00f4n y t\u1ebf c\u1ea7n c\u00e1c k\u1ef9 thu\u1eadt h\u1ecdc m\u00e1y \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1ec7nh nh\u00e2n nh\u1eb1m d\u1ef1 \u0111o\u00e1n b\u1ec7nh v\u00e0 \u0111i\u1ec1u tr\u1ecb hi\u1ec7u qu\u1ea3. Ng\u00e0nh t\u00e0i ch\u00ednh ng\u00e2n h\u00e0ng c\u1ea7n h\u1ecdc m\u00e1y \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng nh\u1eb1m x\u00e1c \u0111\u1ecbnh v\u00e0 \u0111\u1ec1 xu\u1ea5t c\u00e1c l\u1ef1a ch\u1ecdn \u0111\u1ea7u t\u01b0 cho kh\u00e1ch h\u00e0ng c\u0169ng nh\u01b0 ph\u00f2ng ng\u1eeba r\u1ee7i ro v\u00e0 l\u1eeba \u0111\u1ea3o. C\u00e1c nh\u00e0 b\u00e1n l\u1ebb s\u1eed d\u1ee5ng h\u1ecdc m\u00e1y \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng, qua \u0111\u00f3 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c nh\u1eefng thay \u0111\u1ed5i trong s\u1edf th\u00edch v\u00e0 h\u00e0nh vi c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n

7. T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh b\u1eb1ng robot\u00a0(Robotic process automation)<\/em><\/strong><\/p>\n

T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh b\u1eb1ng robot (RPA) l\u00e0 m\u1ed9t \u1ee9ng d\u1ee5ng c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o gi\u00fap \u0111\u1ecbnh c\u1ea5u h\u00ecnh robot (\u1ee9ng d\u1ee5ng ph\u1ea7n m\u1ec1m) \u0111\u1ec3 di\u1ec5n gi\u1ea3i, truy\u1ec1n \u0111\u1ea1t v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. C\u00f4ng c\u1ee5 AI n\u00e0y gi\u00fap t\u1ef1 \u0111\u1ed9ng h\u00f3a m\u1ed9t ph\u1ea7n ho\u1eb7c to\u00e0n b\u1ed9 c\u00e1c ho\u1ea1t \u0111\u1ed9ng th\u1ee7 c\u00f4ng l\u1eb7p \u0111i l\u1eb7p l\u1ea1i v\u00e0 theo quy lu\u1eadt.<\/p>\n

8. M\u1ea1ng ngang h\u00e0ng\u00a0(Peer-to-peer network)<\/em><\/strong><\/p>\n

M\u1ea1ng ngang h\u00e0ng gi\u00fap k\u1ebft n\u1ed1i c\u00e1c h\u1ec7 th\u1ed1ng v\u00e0 m\u00e1y t\u00ednh kh\u00e1c nhau \u0111\u1ec3 chia s\u1ebb d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u1ea7n truy\u1ec1n d\u1eef li\u1ec7u qua m\u00e1y ch\u1ee7. M\u1ea1ng ngang h\u00e0ng c\u00f3 kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p nh\u1ea5t. C\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong ti\u1ec1n \u0111i\u1ec7n t\u1eed. Vi\u1ec7c tri\u1ec3n khai m\u1ea1ng ngang h\u00e0ng gi\u00fap ti\u1ebft ki\u1ec7m chi ph\u00ed v\u00ec c\u00e1c m\u00e1y tr\u1ea1m (m\u00e1y t\u00ednh c\u00f3 hi\u1ec7u n\u0103ng cao h\u01a1n v\u00e0 c\u1ea5u h\u00ecnh v\u01b0\u1ee3t tr\u1ed9i h\u01a1n m\u00e1y t\u00ednh th\u00f4ng th\u01b0\u1eddng) ri\u00eang l\u1ebb \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i m\u00e0 kh\u00f4ng c\u1ea7n c\u00e0i \u0111\u1eb7t c\u00e1c m\u00e1y ch\u1ee7.<\/p>\n

9. C\u00e1c n\u1ec1n t\u1ea3ng h\u1ecdc s\u00e2u\u00a0(Deep learning platforms)<\/em><\/strong><\/p>\n\n\n\n
\"Top<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

H\u1ecdc s\u00e2u\u00a0<\/a>l\u00e0 m\u1ed9t nh\u00e1nh kh\u00e1c c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ho\u1ea1t \u0111\u1ed9ng d\u1ef1a tr\u00ean c\u00e1c m\u1ea1ng n\u01a1-ron nh\u00e2n t\u1ea1o (neural network), l\u1ea5y c\u1ea3m h\u1ee9ng t\u1eeb b\u1ed9 n\u00e3o con ng\u01b0\u1eddi. H\u1ecdc s\u00e2u gi\u00fap gi\u1ea3i quy\u1ebft nh\u1eefng v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p nh\u01b0 c\u00e1ch m\u00e0 b\u1ed9 n\u00e3o con ng\u01b0\u1eddi v\u1eabn l\u00e0m, th\u00f4ng qua vi\u1ec7c s\u1eed d\u1ee5ng nhi\u1ec1u thu\u1eadt to\u00e1n kh\u00e1c nhau.<\/p>\n

Thu\u1eadt ng\u1eef \u201cs\u00e2u\u201d \u0111\u01b0\u1ee3c \u0111\u1eb7t ra b\u1edfi v\u00ec t\u1ed3n t\u1ea1i nhi\u1ec1u l\u1edbp \u1ea9n trong c\u00e1c m\u1ea1ng n\u01a1-ron. Th\u00f4ng th\u01b0\u1eddng, m\u1ed9t m\u1ea1ng n\u01a1-ron c\u00f3 2-3 l\u1edbp \u1ea9n v\u00e0 c\u00f3 th\u1ec3 c\u00f3 t\u1ed1i \u0111a 150 l\u1edbp \u1ea9n. H\u1ecdc s\u00e2u \u0111\u01b0\u1ee3c d\u00f9ng \u0111\u1ec3 \u0111\u00e0o t\u1ea1o m\u1ed9t m\u00f4 h\u00ecnh v\u00e0 m\u1ed9t \u0111\u01a1n v\u1ecb x\u1eed l\u00fd \u0111\u1ed3 h\u1ecda d\u1ef1a tr\u00ean l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3. C\u00e1c thu\u1eadt to\u00e1n ho\u1ea1t \u0111\u1ed9ng theo h\u1ec7 th\u1ed1ng ph\u00e2n c\u1ea5p \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n.<\/p>\n

H\u1ecdc s\u00e2u \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 h\u00e0ng kh\u00f4ng v\u0169 tr\u1ee5 v\u00e0 qu\u00e2n s\u1ef1 \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c v\u1eadt th\u1ec3 th\u00f4ng qua v\u1ec7 tinh, c\u1ea3i thi\u1ec7n an to\u00e0n lao \u0111\u1ed9ng cho c\u00f4ng nh\u00e2n b\u1eb1ng c\u00e1ch x\u00e1c \u0111\u1ecbnh c\u00e1c s\u1ef1 c\u1ed1 r\u1ee7i ro khi c\u00f4ng nh\u00e2n \u0111\u1ebfn g\u1ea7n thi\u1ebft b\u1ecb m\u00e1y m\u00f3c, gi\u00fap ph\u00e1t hi\u1ec7n t\u1ebf b\u00e0o ung th\u01b0\u2026<\/p>\n

10. Ph\u1ea7n c\u1ee9ng t\u1ed1i \u01b0u h\u00f3a cho AI\u00a0(AI-optimised hardware)<\/em><\/strong><\/p>\n

Gi\u1edbi kinh doanh hi\u1ec7n c\u00f3 nhu c\u1ea7u cao v\u1ec1 ph\u1ea7n m\u1ec1m tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Khi s\u1ef1 ch\u00fa \u00fd d\u00e0nh cho ph\u1ea7n m\u1ec1m t\u0103ng l\u00ean, nhu c\u1ea7u v\u1ec1 ph\u1ea7n c\u1ee9ng \u0111\u1ec3 h\u1ed7 tr\u1ee3 ph\u1ea7n m\u1ec1m c\u0169ng n\u1ea3y sinh. M\u1ed9t con chip th\u00f4ng th\u01b0\u1eddng kh\u00f4ng th\u1ec3 h\u1ed7 tr\u1ee3 c\u00e1c m\u00f4 h\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, do \u0111\u00f3 m\u1ed9t th\u1ebf h\u1ec7 chip tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o m\u1edbi \u0111ang \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n nh\u1eb1m ph\u1ee5c v\u1ee5 c\u00e1c m\u1ea1ng n\u01a1-ron, h\u1ecdc s\u00e2u v\u00e0 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh (computer vision).<\/p>\n

Ph\u1ea7n c\u1ee9ng cho tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o bao g\u1ed3m CPU \u0111\u1ec3 x\u1eed l\u00fd kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c ng\u00e0y c\u00e0ng t\u0103ng, silicon t\u00edch h\u1ee3p cho m\u1ee5c \u0111\u00edch \u0111\u1eb7c bi\u1ec7t d\u00e0nh cho m\u1ea1ng n\u01a1-ron, hay chip m\u00f4 ph\u1ecfng h\u1ec7 th\u1ea7n kinh ng\u01b0\u1eddi… C\u00e1c c\u00f4ng ty nh\u01b0 Nvidia, Qualcomm v\u00e0 AMD \u0111ang t\u1ea1o ra nh\u1eefng con chip c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e9p t\u00ednh AI ph\u1ee9c t\u1ea1p. Ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe v\u00e0 c\u00f4ng nghi\u1ec7p \u00f4-t\u00f4 c\u00f3 th\u1ec3 l\u00e0 nh\u1eefng ng\u00e0nh s\u1ebd \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb lo\u1ea1i chip n\u00e0y.<\/p>\n","protected":false},"excerpt":{"rendered":"

NDO –\u00a0Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)\u00a0l\u00e0 m\u1ed9t ng\u00e0nh khoa h\u1ecdc m\u00e1y t\u00ednh \u0111\u1ec1 c\u1eadp \u0111\u1ebfn qu\u00e1 tr\u00ecnh t\u00e1i t\u1ea1o tr\u00ed th\u00f4ng minh c\u1ee7a con ng\u01b0\u1eddi trong m\u00e1y m\u00f3c. N\u00f3 bao g\u1ed3m m\u1ed9t lo\u1ea1t c\u00e1c k\u1ef9 thu\u1eadt v\u00e0 c\u00f4ng c\u1ee5 kh\u00e1c…<\/p>\n","protected":false},"author":1,"featured_media":49,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5,6,3],"tags":[],"class_list":["post-39","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-nghien-cuu","category-tin-tuc","category-trang-chu"],"_links":{"self":[{"href":"https:\/\/phuocloc.edu.vn\/index.php\/wp-json\/wp\/v2\/posts\/39","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/phuocloc.edu.vn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/phuocloc.edu.vn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/phuocloc.edu.vn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/phuocloc.edu.vn\/index.php\/wp-json\/wp\/v2\/comments?post=39"}],"version-history":[{"count":2,"href":"https:\/\/phuocloc.edu.vn\/index.php\/wp-json\/wp\/v2\/posts\/39\/revisions"}],"predecessor-version":[{"id":60,"href":"https:\/\/phuocloc.edu.vn\/index.php\/wp-json\/wp\/v2\/posts\/39\/revisions\/60"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/phuocloc.edu.vn\/index.php\/wp-json\/wp\/v2\/media\/49"}],"wp:attachment":[{"href":"https:\/\/phuocloc.edu.vn\/index.php\/wp-json\/wp\/v2\/media?parent=39"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/phuocloc.edu.vn\/index.php\/wp-json\/wp\/v2\/categories?post=39"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/phuocloc.edu.vn\/index.php\/wp-json\/wp\/v2\/tags?post=39"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}