{"title":"The Role of FPGAs in Deep Learning","authors":"A. Ling, J. Anderson","doi":"10.1145/3020078.3030013","DOIUrl":null,"url":null,"abstract":"Deep learning has garnered significant visibility recently as an Artificial Intelligence (AI) paradigm, with success in wide ranging applications such as image and speech recognition, natural language understanding, self-driving cars, and game playing (e.g., Alpha Go). This special session is devoted to exploring the potential role of FPGAs in this important fast-evolving domain.","PeriodicalId":252039,"journal":{"name":"Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3020078.3030013","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 11
Abstract
Deep learning has garnered significant visibility recently as an Artificial Intelligence (AI) paradigm, with success in wide ranging applications such as image and speech recognition, natural language understanding, self-driving cars, and game playing (e.g., Alpha Go). This special session is devoted to exploring the potential role of FPGAs in this important fast-evolving domain.
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