{"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\/da\/2023\/08\/ibm-announces-brain-like-ai-chip-with-lower-power-demands\/","title":{"rendered":"IBM annoncerer hjernelignende AI-chip med lavere str\u00f8mkrav"},"content":{"rendered":"

IBM har udviklet en bioinspireret chip med potentiale til at g\u00f8re AI gr\u00f8nnere og mere energieffektiv.\u00a0<\/b><\/p>\n

Efterh\u00e5nden som superkraftige AI-modeller som ChatGPT bliver allestedsn\u00e6rv\u00e6rende i hele samfundet, er store tech-rivaler som Google, Microsoft, Meta og startups som Anthropic og Inflection begyndt at hamstre enorme m\u00e6ngder computerkraft.\u00a0<\/span><\/p>\n

Den hardware, der kr\u00e6ves for at tr\u00e6ne AI, er str\u00f8mslugende og bidrager til den allerede enorme <\/span>Datacentres milj\u00f8p\u00e5virkning<\/span><\/a>.\u00a0<\/span><\/p>\n

Det har sat gang i en F&U-indsats for at bygge innovative AI-chips, der kan klare store arbejdsbyrder med lavere str\u00f8mforbrug. Nvidias seneste <\/span>GH2000-chip<\/span><\/a> har allerede opn\u00e5et st\u00f8rre energieffektivitet end sine forg\u00e6ngere, og virksomheden h\u00e6vder, at det vil g\u00f8re datacentre 12 gange billigere og bruge 20 gange mindre energi.\u00a0<\/span><\/p>\n

IBM's <\/span>Ny bio-inspireret analog chip<\/span><\/a> er modelleret efter den biologiske hjerne og vil v\u00e6re effektiv i b\u00e6rbare arbejdsopgaver som biler, telefoner og kameraer.\u00a0<\/span><\/p>\n

Thanos Vasilopoulos, forsker ved IBM's forskningslaboratorium i Z\u00fcrich, <\/span>fortalte BBC<\/span><\/a>\"Sammenlignet med traditionelle computere opn\u00e5r den menneskelige hjerne en bem\u00e6rkelsesv\u00e6rdig ydeevne med et minimalt str\u00f8mforbrug.\"<\/span><\/p>\n

De fleste eksisterende chips er digitale og bruger bin\u00e6re (0'er og 1'er) til datalagring. IBM's nye chip er anderledes, fordi den bruger analoge komponenter, der kaldes memristorer (hukommelsesmodstande), som kan lagre forskellige numeriske v\u00e6rdier. <\/span><\/p>\n

Denne analoge karakter af memristorer afspejler synaptiske funktioner. Det er ikke den f\u00f8rste bioinspirerede chip - et indisk forskerhold har haft succes med den. <\/span>designet en i 2022<\/span><\/a>.\u00a0<\/span><\/p>\n

Professor. Ferrante Neri fra University of Surrey forklarede: \"Sammenkoblede memristorer kan skabe et netv\u00e6rk, der afspejler en biologisk hjerne.\"\u00a0<\/span><\/p>\n

Selv om IBM's chip prim\u00e6rt er analog, har den nogle digitale komponenter, som sikrer kompatibilitet med nuv\u00e6rende AI-systemer.\u00a0<\/span><\/p>\n

Disse letv\u00e6gtschips vil v\u00e6re s\u00e6rligt nyttige til gadgets, k\u00f8ret\u00f8jer og IoT-hardware.\u00a0<\/span><\/p>\n

IBM's nye analoge chip til dyb l\u00e6ring<\/span><\/h2>\n

IBM's chips reducerer str\u00f8mforbruget og leverer samtidig en imponerende ydelse i en letv\u00e6gtspakke. <\/span><\/p>\n

Disse chips er modelleret efter den menneskelige hjerne, som bruger omtrent det samme antal watt som en elp\u00e6re.<\/span><\/p>\n

Her er de vigtigste punkter:<\/span><\/p>\n

    \n
  • Nuv\u00e6rende AI-hardware-begr\u00e6nsninger<\/b>: De fleste AI-arkitekturer adskiller hukommelsen fra processorenhederne, hvilket betyder, at de hele tiden skal udveksle data mellem de to, hvilket g\u00f8r beregningerne langsommere og g\u00e5r ud over energieffektiviteten.<\/span><\/li>\n
  • Analoge chips<\/b>: IBM's tilgang afspejler den menneskelige hjernes funktioner og anvender fase\u00e6ndringshukommelse (PCM), som registrerer sin tilstand som et spektrum af v\u00e6rdier i stedet for 0'er og 1'er. Det reducerer behovet for datatransmission mellem hukommelse og processor.<\/span><\/li>\n
  • Den tekniske del<\/b>: IBM's design har 64 analoge computerkerner i hukommelsen, som hver indeholder et 256 x 256 synaptisk array. Hver kerne kan beregne et DNN-modellag (Deep Neural Network). En central digital behandlingsenhed p\u00e5 chippen h\u00e5ndterer andre komplekse operationer.<\/span><\/li>\n
  • M\u00e5linger af ydeevne<\/b>: Chippen opn\u00e5ede en fremragende n\u00f8jagtighed p\u00e5 92,81% i en benchmark-test for computersyn (CV). Den er over 15 gange mere effektiv end flere eksisterende chips.<\/span><\/li>\n<\/ul>\n

    N\u00e5r de er blevet forfinet, vil disse bioinspirerede chips ledsage digitale chips i hybridarkitekturer. Det vil muligg\u00f8re lette, energieffektive AI-systemer, som stadig kan h\u00e5ndtere store arbejdsbyrder.\u00a0<\/span><\/p>\n

    Med tiden vil disse chips blive lette nok til at blive brugt i intelligent, selvk\u00f8rende teknologi, hvilket potentielt kan f\u00f8re til en ny generation af robotter, der g\u00e5r, taler og interagerer med deres omgivelser uden for stort str\u00f8mforbrug.<\/span><\/p>","protected":false},"excerpt":{"rendered":"

    IBM har udviklet en bioinspireret chip med potentiale til at g\u00f8re AI gr\u00f8nnere og mere energieffektiv. Efterh\u00e5nden som superkraftige AI-modeller som ChatGPT bliver allestedsn\u00e6rv\u00e6rende i hele samfundet, er store tech-rivaler som Google, Microsoft, Meta og startups som Anthropic og Inflection begyndt at hamstre enorme m\u00e6ngder computerkraft. Den hardware, der kr\u00e6ves for at tr\u00e6ne AI, er str\u00f8mslugende og bidrager til datacentrenes allerede enorme milj\u00f8p\u00e5virkning. Det har sat gang i forskning og udvikling for at bygge innovative AI-chips, der kan klare store arbejdsbyrder med lavere str\u00f8mforbrug. Nvidias seneste GH2000-chip har allerede opn\u00e5et st\u00f8rre energieffektivitet end sine forg\u00e6ngere, og virksomheden h\u00e6vder<\/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\/da\/2023\/08\/ibm-announces-brain-like-ai-chip-with-lower-power-demands\/\" \/>\n<meta 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