Efficient training and design of photonic neural network through neuroevolution

4 August 2019

Papers citing "Efficient training and design of photonic neural network through neuroevolution"

8 / 8 papers shown

Title
A Hardware-Efficient Photonic Tensor Core: Accelerating Deep Neural Networks with Structured Compression Shupeng Ning Hanqing Zhu Chenghao Feng Jiaqi Gu David Z. Pan Ray T. Chen 42 0 0 01 Feb 2025
Photonic Neural Networks: A Compact Review Mohammad Ahmadi Hamidreza Bolhasani 10 1 0 16 Feb 2023
Adversarial attacks on an optical neural network Shuming Jiao Z. Song S. Xiang AAML 19 2 0 29 Apr 2022
A compact butterfly-style silicon photonic-electronic neural chip for hardware-efficient deep learning Chenghao Feng Jiaqi Gu Hanqing Zhu Zhoufeng Ying Zheng Zhao David Z. Pan Ray T. Chen 16 39 0 11 Nov 2021
L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization Jiaqi Gu Hanqing Zhu Chenghao Feng Zixuan Jiang Ray T. Chen David Z. Pan 20 28 0 27 Oct 2021
Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization Jiaqi Gu Chenghao Feng Zheng Zhao Zhoufeng Ying Ray T. Chen David Z. Pan 11 28 0 21 Dec 2020
A novel guided deep learning algorithm to design low-cost SPP films Yingshi Chen Jinfeng Zhu 13 3 0 07 Dec 2019
$All-Optical Machine Learning Using Diffractive Deep Neural Networks$ All-Optical Machine Learning Using Diffractive Deep Neural Networks Xing Lin Y. Rivenson N. Yardimci Muhammed Veli Mona Jarrahi Aydogan Ozcan 76 1,628 0 14 Apr 2018