程序地带

2021.1.18 光子芯片神经网络survey


不是很卷,论文很好找,都是最近的,并且高引用


Parallel convolutional processing using an integrated photonic tensor core J. Feldmann, N. Youngblood, +12 authors H. Bhaskaran · Nature · 2021


Efficient Processing of Deep Neural Networks V. Sze, Yu-Hsin Chen, Tien-Ju Yang, J. Emer · 2020


Misalignment resilient diffractive optical networks Deniz Mengu, Yangjie Zhao, Nezih T. Yardimci, Y. Rivenson, M. Jarrahi, A. Ozcan · ArXiv · 2020


Perspective on photonic memristive neuromorphic computing Elena Goi, Qiming Zhang, Xi Chen, Haitao Luan, M. Gu · 2020


Modeling Silicon-Photonic Neural Networks under Uncertainties S. Banerjee, M. Nikdast, K. Chakrabarty · ArXiv · 2020


Silicon Photonics Codesign for Deep Learning Q. Cheng, Jihye Kwon, M. Glick, M. Bahadori, L. Carloni, K. Bergman · Proceedings of the IEEE · 2020


All-optical spiking neurosynaptic networks with self-learning capabilities J. Feldmann, N. Youngblood, C. D. Wright, H. Bhaskaran, W. Pernice · Nature · 2019


Nanophotonic Media for Artificial Neural Inference E. Khoram, A. Chen, +4 authors Zongfu Yu · 2018


Deep learning with coherent nanophotonic circuits Yichen Shen, N. Harris, D. Englund, M. Soljačić · 2017 Fifth Berkeley Symposium on Energy Efficient Electronic Systems & Steep Transistors Workshop (E3S) · 2017


=======programing


Programmable Photonics: An Opportunity for an Accessible Large-Volume PIC Ecosystem W. Bogaerts, Abdul Rahim · IEEE Journal of Selected Topics in Quantum Electronics · 2020


Graph Representations for Programmable Photonic Circuits Xiangfeng Chen, P. Stroobant, M. Pickavet, W. Bogaerts · Journal of Lightwave Technology · 2020


A Guide for Material and Design Choices for Electro-Optic Modulators R. Amin, M. Zhizhen, +4 authors V. Sorger · 2019 Optical Fiber Communications Conference and Exhibition (OFC) · 2019


===fig


A Guide for Material and Design Choices for Electro-Optic Modulators在这里插入图片描述


Roadmap on Material-Function Mapping for Photonic-Electronic Hybrid Neural Networks在这里插入图片描述 Modeling Silicon-Photonic Neural Networks under Uncertainties 在这里插入图片描述


版权声明:本文为博主原创文章,遵循 CC 4.0 BY-SA 版权协议,转载请附上原文出处链接和本声明。
本文链接:https://blog.csdn.net/foreachself/article/details/112761020

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