Aziz Can Yuceturk, B. Klauer, S. Zickenheiner, R. Moore, K. Waldschmidt
{"title":"神经网络在数据流图上的映射","authors":"Aziz Can Yuceturk, B. Klauer, S. Zickenheiner, R. Moore, K. Waldschmidt","doi":"10.1109/EURMIC.1996.546365","DOIUrl":null,"url":null,"abstract":"The aim of this paper is to give a formal definition for mapping neural networks onto data flow graphs. The intention of this research is to show formally that data flow computers can be used to implement neural network models. To do this, we need formal definitions of both data flow graphs and neural networks. Based on these definitions, we generate rules for mapping neural network models onto data flow graphs.","PeriodicalId":311520,"journal":{"name":"Proceedings of EUROMICRO 96. 22nd Euromicro Conference. Beyond 2000: Hardware and Software Design Strategies","volume":"96 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1996-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Mapping of neural networks onto data flow graphs\",\"authors\":\"Aziz Can Yuceturk, B. Klauer, S. Zickenheiner, R. Moore, K. Waldschmidt\",\"doi\":\"10.1109/EURMIC.1996.546365\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The aim of this paper is to give a formal definition for mapping neural networks onto data flow graphs. The intention of this research is to show formally that data flow computers can be used to implement neural network models. To do this, we need formal definitions of both data flow graphs and neural networks. Based on these definitions, we generate rules for mapping neural network models onto data flow graphs.\",\"PeriodicalId\":311520,\"journal\":{\"name\":\"Proceedings of EUROMICRO 96. 22nd Euromicro Conference. Beyond 2000: Hardware and Software Design Strategies\",\"volume\":\"96 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1996-09-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of EUROMICRO 96. 22nd Euromicro Conference. Beyond 2000: Hardware and Software Design Strategies\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/EURMIC.1996.546365\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of EUROMICRO 96. 22nd Euromicro Conference. Beyond 2000: Hardware and Software Design Strategies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EURMIC.1996.546365","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The aim of this paper is to give a formal definition for mapping neural networks onto data flow graphs. The intention of this research is to show formally that data flow computers can be used to implement neural network models. To do this, we need formal definitions of both data flow graphs and neural networks. Based on these definitions, we generate rules for mapping neural network models onto data flow graphs.
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