IBM’s new brain

IBM’s new brain

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时间:2019-08-06

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1、Us$1,000:ValUeofUNclaIMedchaMpagNeofferedtoaNyIBMeNgINeerwhocoUldfINdaBUgINthetrUeNorthchIpNeuromorphiccomputerchipsmeanttomimictheneuralIBM’snetworkarchitectureofbiologicalbrainshavegenerallyfallenshortoftheirwetwarecounterpartsinefficiency—acrucialfacto

2、rthathaslimitedpracticalapplicationsforsuchchips.Thatcouldbechanging.NewBraINAtapowerdensityofjust20milliwattspersquarecentimeter,IBM’snewbrain-inspiredchip[above]comestantalizinglyclosetosuchwetwareTheTrueNorthneuromorphicefficiency.Thehopeisthatitcouldb

3、ringbrainlikeintelligencetothesen-chiptakesabigstepsorsofsmartphones,smartcars,and—ifIBMhasitsway—everythingelse.towardusingthehumanThelatestIBMneurosynapticcomputerchip,calledTrueNorth,con-brain’sarchitecturetosistsof1millionprogrammableneuronsand256mill

4、ionprogrammablereducecomputing’spowersynapsesconveyingsignalsbetweenthedigitalneurons.Eachofthechip’sconsumption4,096neurosynapticcoresincludestheentirecomputingpackage:memory,computation,andcommunication.Sucharchitecturehelpstobypassthebottleneckintradit

5、ionalvonNeumanncomputing,whereprograminstruc-tionsandoperationdatacannotpassthroughthesameroutesimultaneously.“Thisisliterallyasupercomputerthesizeofapostagestamp,lightlikeaIBMfeather,andlowpowerlikeahearingaid,”saysDharmendraModha,IBMSPECTRUM.IEEE.ORG

6、nO

7、RThaMERICan

8、OCT2014

9、1710.News.NA.indd179/15/141:12PMfellowandchiefscientistforbrain-inspiredcom-BIg-BraINchIpsputingatIBMResearch-Almaden,inSanJose,Calif.Suchchipscanemulatethehumanbrain’strueNorthIBM,DARPASyNAPSEabilitytorecognizedifferentobjectsinrealti

10、me;projectfeatureschipspecslargestcurrentconfigurationpowerdensityTrueNorthshoweditcoulddistinguishamongLow-powerpedestrians,bicyclists,cars,andtrucks.IBMneuromorphic16millionchipdesignedfor1millionneuronsenvisionsitsnewchipsworkingtogetherwithapplication

11、sinneurons1620chipstraditionalcomputingdevicesashybridma-mobilesensors,256million4billionmW/cm2cloudcomputing,synapseschines,providingadoseofbrainlikeintelligence.synapsesandsoon.Thechip’sarchitecture,developedtoget

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