Photonic tensor cores for machine learning

1 February 2020

Papers citing "Photonic tensor cores for machine learning"

15 / 15 papers shown

Title
High-speed multiwavelength photonic temporal integration using silicon photonics Yi Zhang Nikolaos Farmakidis Ioannis Roumpos Miltiadis Moralis-Pegios Apostolos Tsakyridis ... Bowei Dong Y. He Samarth Aggarwal N. Pleros Harish Bhaskaran 33 0 0 07 May 2025
SimPhony: A Device-Circuit-Architecture Cross-Layer Modeling and Simulation Framework for Heterogeneous Electronic-Photonic AI System Ziang Yin Meng Zhang Amir Begović Rena Huang Jeff Zhang Jiaqi Gu 74 1 0 20 Nov 2024
Towards Reverse-Engineering the Brain: Brain-Derived Neuromorphic Computing Approach with Photonic, Electronic, and Ionic Dynamicity in 3D integrated circuits S. J. B. Yoo Luis El Srouji S. Datta Shimeng Yu J. Incorvia ... Kristofer Bouchard Joy Geng Rishidev Chaudhuri Charan Ranganath Randall C O'Reilly 26 1 0 28 Mar 2024
Machine learning in solar physics A. Asensio Ramos Mark C. M. Cheung I. Chifu Ricardo Gafeira AI4CE PINN 33 32 0 27 Jun 2023
Integrated multi-operand optical neurons for scalable and hardware-efficient deep learning Chenghao Feng Jiaqi Gu Hanqing Zhu R. Tang Shupeng Ning M. Hlaing J. Midkiff Sourabh Jain David Z. Pan Ray T. Chen 41 8 0 31 May 2023
M3ICRO: Machine Learning-Enabled Compact Photonic Tensor Core based on PRogrammable Multi-Operand Multimode Interference Jiaqi Gu Hanqing Zhu Chenghao Feng Zixuan Jiang Ray T. Chen David Z. Pan 34 6 0 31 May 2023
$Massively Parallel Universal Linear Transformations using a Wavelength-Multiplexed Diffractive Optical Network$ Massively Parallel Universal Linear Transformations using a Wavelength-Multiplexed Diffractive Optical Network Jingxi Li Bijie Bai Yilin Luo Aydogan Ozcan 35 48 0 13 Aug 2022
Photonic Reconfigurable Accelerators for Efficient Inference of CNNs with Mixed-Sized Tensors Sairam Sri Vatsavai Ishan G. Thakkar 34 9 0 12 Jul 2022
$Polarization Multiplexed Diffractive Computing: All-Optical Implementation of a Group of Linear Transformations Through a Polarization-Encoded Diffractive Network$ Polarization Multiplexed Diffractive Computing: All-Optical Implementation of a Group of Linear Transformations Through a Polarization-Encoded Diffractive Network Jingxi Li Yi-Chun Hung Onur Kulce Deniz Mengu Aydogan Ozcan 40 66 0 25 Mar 2022
ELight: Enabling Efficient Photonic In-Memory Neurocomputing with Life Enhancement Hanqing Zhu Jiaqi Gu Chenghao Feng Mingjie Liu Zixuan Jiang Ray T. Chen David Z. Pan 4 4 0 15 Dec 2021
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 27 39 0 11 Nov 2021
Towards Memory-Efficient Neural Networks via Multi-Level in situ Generation Jiaqi Gu Hanqing Zhu Chenghao Feng Mingjie Liu Zixuan Jiang Ray T. Chen David Z. Pan 14 4 0 25 Aug 2021
Dynamic Precision Analog Computing for Neural Networks Sahaj Garg Joe Lou Anirudh Jain Mitchell Nahmias 45 33 0 12 Feb 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 27 29 0 21 Dec 2020
$All-Optical Machine Learning Using Diffractive Deep Neural Networks$ All-Optical Machine Learning Using Diffractive Deep Neural Networks Xing Lin Y. Rivenson N. Yardimci Muhammed Veli Mona Jarrahi Aydogan Ozcan 76 1,633 0 14 Apr 2018