RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics

31 August 2022

Papers citing "RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics"

13 / 13 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
Optical Computing for Deep Neural Network Acceleration: Foundations, Recent Developments, and Emerging Directions S. Pasricha 48 0 0 30 Jul 2024
Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators Febin P. Sunny Ebadollah Taheri Mahdi Nikdast S. Pasricha 22 3 0 07 Mar 2024
Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics Salma Afifi Febin P. Sunny Mahdi Nikdast S. Pasricha GNN 24 2 0 12 Jan 2024
Photonics for Sustainable Computing Farbin Fayza Satyavolu Papa Rao D. Bunandar Udit Gupta Ajay Joshi 17 0 0 10 Jan 2024
GHOST: A Graph Neural Network Accelerator using Silicon Photonics S. Afifi Febin P. Sunny Amin Shafiee Mahdi Nikdast S. Pasricha GNN 23 7 0 04 Jul 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 D. Pan 15 6 0 31 May 2023
TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics S. Afifi Febin P. Sunny Mahdi Nikdast S. Pasricha GNN 20 20 0 22 Mar 2023
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing Febin P. Sunny Mahdi Nikdast S. Pasricha 27 5 0 22 Mar 2023
Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics Febin P. Sunny Ebadollah Taheri Mahdi Nikdast S. Pasricha 19 10 0 28 Jan 2023
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization Febin P. Sunny Mahdi Nikdast S. Pasricha MQ 33 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