FFT-based Convolution Neural Network on Silicon Photonics Platform

N. Peserico, Russell L. T. Schwartz, Hangbo Yang, Xiaoxuan Ma, M. Hosseini, Puneet Gupta, H. Dalir, V. Sorger
{"title":"FFT-based Convolution Neural Network on Silicon Photonics Platform","authors":"N. Peserico, Russell L. T. Schwartz, Hangbo Yang, Xiaoxuan Ma, M. Hosseini, Puneet Gupta, H. Dalir, V. Sorger","doi":"10.1109/IPC53466.2022.9975735","DOIUrl":null,"url":null,"abstract":"We present our implementation of an on-chip FFT-based optical Convolution Neural Network. By exploiting the integration capabilities of Silicon Photonics, we can integrate high-speed optical FFT into a single Photonic Integrated Circuit (PIC), showing design, packaging, and initial results.","PeriodicalId":202839,"journal":{"name":"2022 IEEE Photonics Conference (IPC)","volume":"136 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE Photonics Conference (IPC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IPC53466.2022.9975735","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

We present our implementation of an on-chip FFT-based optical Convolution Neural Network. By exploiting the integration capabilities of Silicon Photonics, we can integrate high-speed optical FFT into a single Photonic Integrated Circuit (PIC), showing design, packaging, and initial results.
基于fft的卷积神经网络在硅光子平台上的应用
我们提出了一个基于fft的片上光学卷积神经网络的实现。通过利用硅光子学的集成能力,我们可以将高速光学FFT集成到单个光子集成电路(PIC)中,显示设计,封装和初步结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信