{"title":"A new VLSI architecture for large Hopfield's neural networks","authors":"M. Verleysen, B. Sirletti, P. Jespers","doi":"10.1109/ESSCIRC.1988.5468264","DOIUrl":null,"url":null,"abstract":"A new CMOS architecture for Hopfield's neural networks is proposed. The use of differential amplifiers and active synapses allows the implementation of hundreds of neurons on a single chip. Since it is fully programmable, the circuit can be used as a content-addressable memory as well as in optimization problems.","PeriodicalId":197244,"journal":{"name":"ESSCIRC '88: Fourteenth European Solid-State Circuits Conference","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1988-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ESSCIRC '88: Fourteenth European Solid-State Circuits Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ESSCIRC.1988.5468264","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
A new CMOS architecture for Hopfield's neural networks is proposed. The use of differential amplifiers and active synapses allows the implementation of hundreds of neurons on a single chip. Since it is fully programmable, the circuit can be used as a content-addressable memory as well as in optimization problems.
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