用于脉冲神经网络的集成III-V型硅半导体激光器的设计

2021 IEEE International Interconnect Technology Conference (IITC) Pub Date : 2021-07-06 DOI:10.1109/IITC51362.2021.9537482

Keshia Mekemeza Ona, B. Charbonnier, K. Hassan

{"title":"用于脉冲神经网络的集成III-V型硅半导体激光器的设计","authors":"Keshia Mekemeza Ona, B. Charbonnier, K. Hassan","doi":"10.1109/IITC51362.2021.9537482","DOIUrl":null,"url":null,"abstract":"We present the simulation of an individual spiking laser to be used as a photonic neuron for a spiking neural network scale-up. The neuron is a semiconductor laser optimized for pulsed operation through modification of the CEA Leti III-V on Si integrated continuous wave laser’s heterostructure. Its full integration into a complete silicon photonics platform makes it ideal for large scale photonic SNN circuits.","PeriodicalId":6823,"journal":{"name":"2021 IEEE International Interconnect Technology Conference (IITC)","volume":"12 11 1","pages":"1-2"},"PeriodicalIF":0.0000,"publicationDate":"2021-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Design of an Integrated III–V on silicon semiconductor laser for spiking neural networks\",\"authors\":\"Keshia Mekemeza Ona, B. Charbonnier, K. Hassan\",\"doi\":\"10.1109/IITC51362.2021.9537482\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We present the simulation of an individual spiking laser to be used as a photonic neuron for a spiking neural network scale-up. The neuron is a semiconductor laser optimized for pulsed operation through modification of the CEA Leti III-V on Si integrated continuous wave laser’s heterostructure. Its full integration into a complete silicon photonics platform makes it ideal for large scale photonic SNN circuits.\",\"PeriodicalId\":6823,\"journal\":{\"name\":\"2021 IEEE International Interconnect Technology Conference (IITC)\",\"volume\":\"12 11 1\",\"pages\":\"1-2\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-07-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE International Interconnect Technology Conference (IITC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IITC51362.2021.9537482\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Interconnect Technology Conference (IITC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IITC51362.2021.9537482","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 2

摘要

我们提出了一个单独的脉冲激光作为光子神经元，用于脉冲神经网络的放大模拟。神经元是一种通过修饰CEA Leti III-V对硅集成连续波激光器异质结构而优化为脉冲工作的半导体激光器。它完全集成到一个完整的硅光子学平台，使其成为大规模光子SNN电路的理想选择。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Design of an Integrated III–V on silicon semiconductor laser for spiking neural networks

We present the simulation of an individual spiking laser to be used as a photonic neuron for a spiking neural network scale-up. The neuron is a semiconductor laser optimized for pulsed operation through modification of the CEA Leti III-V on Si integrated continuous wave laser’s heterostructure. Its full integration into a complete silicon photonics platform makes it ideal for large scale photonic SNN circuits.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2021 IEEE International Interconnect Technology Conference (IITC)

自引率

0.00%

发文量