{"title":"Photonic Interconnect Based Neural Network Simulator","authors":"Andy Wolff, Kyle Shiflett, Avinash Karanth","doi":"10.1109/SiPhotonics55903.2023.10141962","DOIUrl":null,"url":null,"abstract":"This paper introduces a photonic interconnect simulator that supports architecture simulation and design on a large enough scale to facilitate design-space exploration of optical neural networks on a C++ implementation with PyTorch integration.","PeriodicalId":105710,"journal":{"name":"2023 IEEE Silicon Photonics Conference (SiPhotonics)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE Silicon Photonics Conference (SiPhotonics)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SiPhotonics55903.2023.10141962","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This paper introduces a photonic interconnect simulator that supports architecture simulation and design on a large enough scale to facilitate design-space exploration of optical neural networks on a C++ implementation with PyTorch integration.