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Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics

Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics

Febin P. Sunny
Ebadollah Taheri
Mahdi Nikdast
S. Pasricha
ArXiv (abs)PDFHTML

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

5 / 5 papers shown
Title
Optical Computing for Deep Neural Network Acceleration: Foundations, Recent Developments, and Emerging Directions
Optical Computing for Deep Neural Network Acceleration: Foundations, Recent Developments, and Emerging Directions
S. Pasricha
80
0
0
30 Jul 2024
Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators
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
57
3
0
07 Mar 2024
Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics
Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics
Salma Afifi
Febin P. Sunny
Mahdi Nikdast
S. Pasricha
GNN
68
2
0
12 Jan 2024
Towards Efficient Hyperdimensional Computing Using Photonics
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
63
0
0
29 Nov 2023
COMET: A Cross-Layer Optimized Optical Phase Change Main Memory Architecture
COMET: A Cross-Layer Optimized Optical Phase Change Main Memory Architecture
Febin P. Sunny
Amin Shafiee
Benoît Charbonnier
Mahdi Nikdast
S. Pasricha
69
5
0
14 Nov 2023

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