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"

5 / 5 papers shown

Title
SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators S. Afifi Ishan G. Thakkar S. Pasricha 61 0 0 22 Nov 2024
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing Febin P. Sunny Mahdi Nikdast S. Pasricha 27 5 0 22 Mar 2023
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization Febin P. Sunny Mahdi Nikdast S. Pasricha MQ 30 16 0 17 May 2022
SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning Febin P. Sunny Mahdi Nikdast S. Pasricha 33 22 0 09 Sep 2021
ROBIN: A Robust Optical Binary Neural Network Accelerator Febin P. Sunny Asif Mirza Mahdi Nikdast S. Pasricha MQ 15 35 0 12 Jul 2021