{"title":"Can spike timing dependent plasticity compensate for process mismatch in neuromorphic analogue VLSI?","authors":"K. Cameron, A. Murray","doi":"10.1109/ISCAS.2004.1329916","DOIUrl":null,"url":null,"abstract":"Analogue VLSI can be used to implement spike timing dependent neuromorphic training algorithms. This work presents a circuitry that uses spike timing to \"adapt out\" the effects of device mismatch in such circuits. Simulation results for the circuit implemented in 0.35 /spl mu/m CMOS process are reported.","PeriodicalId":6445,"journal":{"name":"2004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No.04CH37512)","volume":"6 1","pages":"V-V"},"PeriodicalIF":0.0000,"publicationDate":"2004-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No.04CH37512)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCAS.2004.1329916","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
Analogue VLSI can be used to implement spike timing dependent neuromorphic training algorithms. This work presents a circuitry that uses spike timing to "adapt out" the effects of device mismatch in such circuits. Simulation results for the circuit implemented in 0.35 /spl mu/m CMOS process are reported.
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