{"title":"Performance and caching issues in an integration of neural net and conventional PC","authors":"V. Gosasang, T. Tanprasert","doi":"10.1109/IJCNN.2002.1005534","DOIUrl":null,"url":null,"abstract":"This paper presents an analysis on the integration of Neural Network hardware to PC and a solution to the cache coherence problem. An analysis is achieved by determining clock cycles in CPU operation compared to mixed CPU-ANN mode. Cache coherence problem is resolved by hardware-based protocol executed on an additional cache consistency controller.","PeriodicalId":382771,"journal":{"name":"Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2002-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IJCNN.2002.1005534","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
This paper presents an analysis on the integration of Neural Network hardware to PC and a solution to the cache coherence problem. An analysis is achieved by determining clock cycles in CPU operation compared to mixed CPU-ANN mode. Cache coherence problem is resolved by hardware-based protocol executed on an additional cache consistency controller.
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