{"id":4233,"date":"2023-08-12T14:19:47","date_gmt":"2023-08-12T14:19:47","guid":{"rendered":"https:\/\/dailyai.com\/?p=4233"},"modified":"2023-08-17T17:26:18","modified_gmt":"2023-08-17T17:26:18","slug":"ibm-announces-brain-like-ai-chip-with-lower-power-demands","status":"publish","type":"post","link":"https:\/\/dailyai.com\/nb\/2023\/08\/ibm-announces-brain-like-ai-chip-with-lower-power-demands\/","title":{"rendered":"IBM lanserer en hjernelignende AI-brikke med lavere str\u00f8mbehov"},"content":{"rendered":"

IBM har utviklet en bioinspirert chip med potensial til \u00e5 gj\u00f8re AI gr\u00f8nnere og mer energieffektiv.\u00a0<\/b><\/p>\n

Etter hvert som superkraftige AI-modeller som ChatGPT blir allestedsn\u00e6rv\u00e6rende i hele samfunnet, har store teknologikonkurrenter som Google, Microsoft, Meta og nystartede selskaper som Anthropic og Inflection begynt \u00e5 hamstre enorme mengder datakraft.\u00a0<\/span><\/p>\n

Maskinvaren som kreves for \u00e5 trene opp AI er kraftkrevende, noe som bidrar til den allerede enorme <\/span>datasentrenes milj\u00f8p\u00e5virkning<\/span><\/a>.\u00a0<\/span><\/p>\n

Dette har utl\u00f8st FoU-innsats for \u00e5 bygge innovative AI-brikker som er i stand til \u00e5 h\u00e5ndtere store arbeidsmengder med lavere str\u00f8mforbruk. Nvidias nyeste <\/span>GH2000-brikke<\/span><\/a> har allerede oppn\u00e5dd st\u00f8rre energieffektivitet enn sine forgjengere, og selskapet hevder at det vil gj\u00f8re datasentrene 12 ganger billigere og bruke 20 ganger mindre energi.\u00a0<\/span><\/p>\n

IBMs <\/span>ny bioinspirert analog brikke<\/span><\/a> er modellert etter den biologiske hjernen og vil v\u00e6re effektiv i b\u00e6rbare arbeidsbelastninger som biler, telefoner og kameraer.\u00a0<\/span><\/p>\n

Thanos Vasilopoulos, forsker ved IBMs forskningslaboratorium i Z\u00fcrich, <\/span>fortalte BBC<\/span><\/a>\"Sammenlignet med tradisjonelle datamaskiner oppn\u00e5r menneskehjernen en bemerkelsesverdig ytelse med minimalt str\u00f8mforbruk.\"<\/span><\/p>\n

De fleste eksisterende brikker er digitale og bruker bin\u00e6re (0-er og 1-er) til datalagring. IBMs nye brikke skiller seg ut ved at den bruker analoge komponenter, s\u00e5kalte memristorer (minnemotstander), som kan lagre varierende numeriske verdier. <\/span><\/p>\n

Memristorenes analoge natur gjenspeiler synaptiske funksjoner. Det er ikke den f\u00f8rste bioinspirerte brikken - et indisk forskerteam har lykkes med \u00e5 <\/span>designet en i 2022<\/span><\/a>.\u00a0<\/span><\/p>\n

Professor. Ferrante Neri fra University of Surrey forklarer: \"Sammenkoblede memristorer kan skape et nettverk som speiler en biologisk hjerne.\"\u00a0<\/span><\/p>\n

Selv om IBMs brikke prim\u00e6rt er analog, har den noen digitale komponenter som sikrer kompatibilitet med dagens AI-systemer.\u00a0<\/span><\/p>\n

Disse lettvektsbrikkene vil v\u00e6re spesielt nyttige for gadgets, kj\u00f8ret\u00f8y og IoT-maskinvare.\u00a0<\/span><\/p>\n

IBMs nye analoge chip for dyp l\u00e6ring<\/span><\/h2>\n

IBMs brikker reduserer str\u00f8mforbruket samtidig som de leverer imponerende ytelse i en lettvektspakke. <\/span><\/p>\n

Disse brikkene er modellert etter den menneskelige hjernen, som bruker omtrent like mye watt som en lysp\u00e6re.<\/span><\/p>\n

Her er de viktigste punktene:<\/span><\/p>\n

    \n
  • Begrensninger i dagens AI-maskinvare<\/b>: De fleste AI-arkitekturer skiller minne fra prosesseringsenheter, noe som betyr at de kontinuerlig m\u00e5 utveksle data mellom de to, noe som bremser beregningene og g\u00e5r p\u00e5 bekostning av energieffektiviteten.<\/span><\/li>\n
  • Analoge brikker<\/b>: IBMs metode speiler den menneskelige hjernens funksjoner ved hjelp av faseendringsminne (PCM), som registrerer tilstanden som et spekter av verdier i stedet for 0-er og 1-er. Dette reduserer behovet for dataoverf\u00f8ring mellom minne og prosessor.<\/span><\/li>\n
  • Den tekniske biten<\/b>: IBMs design har 64 analoge beregningskjerner i minnet, som hver inneholder en 256 x 256 synaptisk matrise. Hver kjerne kan beregne et DNN-modellag (Deep Neural Network). En sentral digital prosesseringsenhet p\u00e5 brikken h\u00e5ndterer andre komplekse operasjoner.<\/span><\/li>\n
  • Prestasjonsm\u00e5linger<\/b>: Brikken oppn\u00e5dde en utmerket n\u00f8yaktighet p\u00e5 92,81% i en referansetest for datasyn (CV). Den er over 15 ganger mer effektiv enn flere eksisterende brikker.<\/span><\/li>\n<\/ul>\n

    N\u00e5r disse bioinspirerte brikkene er ferdig utviklet, vil de fungere sammen med digitale brikker i hybridarkitekturer. Dette vil muliggj\u00f8re lette, energieffektive AI-systemer som fortsatt kan h\u00e5ndtere store arbeidsmengder.\u00a0<\/span><\/p>\n

    Etter hvert vil disse brikkene bli lette nok til \u00e5 kunne brukes i intelligent, autonom teknologi, noe som kan f\u00f8re til en ny generasjon roboter som kan g\u00e5, snakke og samhandle med omgivelsene sine uten \u00e5 bruke for mye str\u00f8m.<\/span><\/p>","protected":false},"excerpt":{"rendered":"

    IBM har utviklet en bioinspirert chip med potensial til \u00e5 gj\u00f8re AI gr\u00f8nnere og mer energieffektiv. Etter hvert som superkraftige AI-modeller som ChatGPT blir allestedsn\u00e6rv\u00e6rende i hele samfunnet, har store teknologikonkurrenter som Google, Microsoft, Meta og oppstartsbedrifter som Anthropic og Inflection begynt \u00e5 hamstre enorme mengder datakraft. Maskinvaren som kreves for \u00e5 trene opp AI, er str\u00f8mslukende og bidrar til datasentrenes allerede enorme milj\u00f8p\u00e5virkning. Dette har utl\u00f8st FoU-innsats for \u00e5 bygge innovative AI-brikker som er i stand til \u00e5 h\u00e5ndtere store arbeidsmengder med lavere str\u00f8mforbruk. Nvidias nyeste GH2000-brikke har allerede oppn\u00e5dd st\u00f8rre energieffektivitet enn sine forgjengere, og selskapet hevder at<\/p>","protected":false},"author":2,"featured_media":4234,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[],"class_list":["post-4233","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry"],"yoast_head":"\nIBM announces brain-like AI chip with lower power demands | DailyAI<\/title>\n<meta name=\"description\" content=\"IBM has developed a bio-inspired chip with the potential to make AI greener and more energy-efficient.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/nb\/2023\/08\/ibm-announces-brain-like-ai-chip-with-lower-power-demands\/\" \/>\n<meta property=\"og:locale\" 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