{"title":"Multilayered neural network implementation on transputer systolic array","authors":"Q. Song, E.K. Teoh, D.P. Mital","doi":"10.1016/0165-6074(95)00010-L","DOIUrl":null,"url":null,"abstract":"<div><p>Performance analysis and comparison are carried out for the one- and two-dimensional systolic arrays based on transputers. Low efficiency has been found in the one-dimensional array because of communication overhead. The systolic algorithm is extended to the two-dimensional array to implement a full parallelism in each layer's calculation. This speeds up simulation of the network. Experiment results are provided to support the performance evaluation.</p></div>","PeriodicalId":100927,"journal":{"name":"Microprocessing and Microprogramming","volume":"41 4","pages":"Pages 289-299"},"PeriodicalIF":0.0000,"publicationDate":"1995-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/0165-6074(95)00010-L","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Microprocessing and Microprogramming","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/016560749500010L","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
Performance analysis and comparison are carried out for the one- and two-dimensional systolic arrays based on transputers. Low efficiency has been found in the one-dimensional array because of communication overhead. The systolic algorithm is extended to the two-dimensional array to implement a full parallelism in each layer's calculation. This speeds up simulation of the network. Experiment results are provided to support the performance evaluation.
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