{"title":"Simplicial Piecewise Linear Computation Complexity for Vector-Vector Products","authors":"P. Julián, M. Villemur","doi":"10.1109/CAE48787.2020.9046379","DOIUrl":"https://doi.org/10.1109/CAE48787.2020.9046379","url":null,"abstract":"In this paper we analyze several simplicial piecewise-linear digital computation architectures that are good candidates to replace the multiply and accumulate (MAC) units in deep neural networks. We analyze them in terms of area and energy of a digital VLSI realization and compare the results with the classic MAC architectures.","PeriodicalId":278190,"journal":{"name":"2020 Argentine Conference on Electronics (CAE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129471592","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}