Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics

28 January 2023

Papers citing "Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics"

7 / 7 papers shown

Title
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
Towards Efficient Hyperdimensional Computing Using Photonics Farbin Fayza Cansu Demirkıran Hanning Chen Che-Kai Liu Avi Mohan ... Sanggeon Yun Mohsen Imani David Zhang D. Bunandar Ajay Joshi 21 0 0 29 Nov 2023
COMET: A Cross-Layer Optimized Optical Phase Change Main Memory Architecture Febin P. Sunny Amin Shafiee Benoît Charbonnier Mahdi Nikdast S. Pasricha 28 5 0 14 Nov 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
ROBIN: A Robust Optical Binary Neural Network Accelerator Febin P. Sunny Asif Mirza Mahdi Nikdast S. Pasricha MQ 15 35 0 12 Jul 2021