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RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics

RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics

Febin P. Sunny
Mahdi Nikdast
S. Pasricha
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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
SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators
S. Afifi
Ishan G. Thakkar
S. Pasricha
68
0
0
22 Nov 2024
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
67
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
27
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
29
2
0
12 Jan 2024
Photonics for Sustainable Computing
Photonics for Sustainable Computing
Farbin Fayza
Satyavolu Papa Rao
D. Bunandar
Udit Gupta
Ajay Joshi
27
0
0
10 Jan 2024
GHOST: A Graph Neural Network Accelerator using Silicon Photonics
GHOST: A Graph Neural Network Accelerator using Silicon Photonics
S. Afifi
Febin P. Sunny
Amin Shafiee
Mahdi Nikdast
S. Pasricha
GNN
32
7
0
04 Jul 2023
M3ICRO: Machine Learning-Enabled Compact Photonic Tensor Core based on PRogrammable Multi-Operand Multimode Interference
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
David Z. Pan
26
6
0
31 May 2023
TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics
TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics
S. Afifi
Febin P. Sunny
Mahdi Nikdast
S. Pasricha
GNN
35
20
0
22 Mar 2023
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing
Febin P. Sunny
Mahdi Nikdast
S. Pasricha
32
5
0
22 Mar 2023
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
30
10
0
28 Jan 2023
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization
Febin P. Sunny
Mahdi Nikdast
S. Pasricha
MQ
38
16
0
17 May 2022
SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning
SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning
Febin P. Sunny
Mahdi Nikdast
S. Pasricha
46
22
0
09 Sep 2021
ROBIN: A Robust Optical Binary Neural Network Accelerator
ROBIN: A Robust Optical Binary Neural Network Accelerator
Febin P. Sunny
Asif Mirza
Mahdi Nikdast
S. Pasricha
MQ
20
35
0
12 Jul 2021