Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics

12 January 2024

Papers citing "Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics"

7 / 7 papers shown

Title
TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics S. Afifi Febin P. Sunny Mahdi Nikdast S. Pasricha GNN 43 21 0 22 Mar 2023
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing Febin P. Sunny Mahdi Nikdast S. Pasricha 37 5 0 22 Mar 2023
LoCI: An Analysis of the Impact of Optical Loss and Crosstalk Noise in Integrated Silicon-Photonic Neural Networks Amin Shafiee Sanmitra Banerjee Krishnendu Chakrabarty S. Pasricha Mahdi Nikdast 19 17 0 08 Apr 2022
CHAMP: Coherent Hardware-Aware Magnitude Pruning of Integrated Photonic Neural Networks Sanmitra Banerjee Mahdi Nikdast S. Pasricha Krishnendu Chakrabarty 19 8 0 11 Dec 2021
Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization Panjie Qi E. Sha Qingfeng Zhuge Hongwu Peng Shaoyi Huang Zhenglun Kong Yuhong Song Bingbing Li 28 51 0 19 Oct 2021
CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator Febin P. Sunny Asif Mirza Mahdi Nikdast S. Pasricha 30 72 0 13 Feb 2021
HyGCN: A GCN Accelerator with Hybrid Architecture Yurui Lai Lei Deng Xing Hu Ling Liang Yujing Feng Xiaochun Ye Zhimin Zhang Xiaochun Ye Yuan Xie GNN 57 289 0 07 Jan 2020