Hybrid training of optical neural networks

20 March 2022

Papers citing "Hybrid training of optical neural networks"

14 / 14 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 31 0 0 01 Feb 2025
Training of Physical Neural Networks Ali Momeni Babak Rahmani B. Scellier Logan G. Wright Peter L. McMahon ... Julie Grollier Andrea J. Liu D. Psaltis Andrea Alù Romain Fleury PINN AI4CE 33 3 0 05 Jun 2024
Training neural networks with end-to-end optical backpropagation J. Spall Xianxin Guo A. Lvovsky 14 6 0 09 Aug 2023
High-performance real-world optical computing trained by in situ model-free optimization Guangyuan Zhao Xin Shu R. Zhou 6 1 0 22 Jul 2023
Photonic Advantage of Optical Encoders Luocheng Huang Quentin A. A. Tanguy Johannes E. Froch Saswata Mukherjee K. Böhringer A. Majumdar 21 9 0 02 May 2023
Dual adaptive training of photonic neural networks Ziyang Zheng Zhengyang Duan Hang Chen Rui Yang Sheng Gao Haiou Zhang H. Xiong Xing Lin 11 29 0 09 Dec 2022
Intelligent Computing: The Latest Advances, Challenges and Future Shiqiang Zhu Ting Yu Tao Xu Hongyang Chen Schahram Dustdar ... Tariq S. Durrani Huaimin Wang Jiangxing Wu Tongyi Zhang Yunhe Pan AI4CE 14 117 0 21 Nov 2022
Single-Shot Optical Neural Network Liane Bernstein Alexander Sludds C. Panuski Sivan Trajtenberg‐Mills R. Hamerly Dirk Englund BDL 24 43 0 18 May 2022
Experimentally realized in situ backpropagation for deep learning in nanophotonic neural networks Sunil Pai Zhanghao Sun Tyler W. Hughes Taewon Park Ben Bartlett ... F. Morichetti A. Melloni S. Fan O. Solgaard David A. B. Miller 9 176 0 17 May 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 D. Pan Ray T. Chen 4 38 0 11 Nov 2021
An optical neural network using less than 1 photon per multiplication Tianyu Wang Shifan Ma Logan G. Wright Tatsuhiro Onodera Brian C. Richard Peter L. McMahon 37 174 0 27 Apr 2021
Deep physical neural networks enabled by a backpropagation algorithm for arbitrary physical systems Logan G. Wright Tatsuhiro Onodera Martin M. Stein Tianyu Wang Darren T. Schachter Zoey Hu Peter L. McMahon PINN AI4CE 27 457 0 27 Apr 2021
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 239 626 0 21 Apr 2021
$All-Optical Machine Learning Using Diffractive Deep Neural Networks$ All-Optical Machine Learning Using Diffractive Deep Neural Networks Xing Lin Y. Rivenson N. Yardimci Muhammed Veli Mona Jarrahi Aydogan Ozcan 56 1,596 0 14 Apr 2018