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2102.06960
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CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator
Design Automation Conference (DAC), 2021
13 February 2021
Febin P. Sunny
Asif Mirza
Mahdi Nikdast
S. Pasricha
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Papers citing
"CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator"
25 / 25 papers shown
A 262 TOPS Hyperdimensional Photonic AI Accelerator powered by a Si3N4 microcomb laser
Christos Pappas
Antonios Prapas
Theodoros Moschos
Manos Kirtas
Odysseas Asimopoulos
...
Alain Yuji Takabayashi
John D. Jost
Maxim Karpov
Anastasios Tefas
N. Pleros
338
3
0
05 Mar 2025
PhotoGAN: Generative Adversarial Neural Network Acceleration with Silicon Photonics
IEEE International Symposium on Quality Electronic Design (ISQED), 2025
Tharini Suresh
S. Afifi
S. Pasricha
GNN
335
2
0
23 Jan 2025
SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators
Design, Automation and Test in Europe (DATE), 2024
S. Afifi
Ishan G. Thakkar
S. Pasricha
420
4
0
22 Nov 2024
Optical Computing for Deep Neural Network Acceleration: Foundations, Recent Developments, and Emerging Directions
S. Pasricha
221
0
0
30 Jul 2024
OPIMA: Optical Processing-In-Memory for Convolutional Neural Network Acceleration
Febin P. Sunny
Amin Shafiee
Abhishek Balasubramaniam
Mahdi Nikdast
S. Pasricha
239
5
0
11 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
141
4
0
07 Mar 2024
DOCTOR: Dynamic On-Chip Temporal Variation Remediation Toward Self-Corrected Photonic Tensor Accelerators
Haotian Lu
Sanmitra Banerjee
Jiaqi Gu
386
2
0
05 Mar 2024
HEANA: A Hybrid Time-Amplitude Analog Optical Accelerator with Flexible Dataflows for Energy-Efficient CNN Inference
Sairam Sri Vatsavai
Venkata Sai Praneeth Karempudi
Ishan G. Thakkar
296
1
0
05 Feb 2024
A Comparative Analysis of Microrings Based Incoherent Photonic GEMM Accelerators
IEEE International Symposium on Quality Electronic Design (ISQED), 2024
Sairam Sri Vatsavai
Venkata Sai Praneeth Karempudi
Oluwaseun Adewunmi Alo
Ishan G. Thakkar
344
2
0
05 Feb 2024
Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics
Design, Automation and Test in Europe (DATE), 2024
Salma Afifi
Febin P. Sunny
Mahdi Nikdast
S. Pasricha
GNN
225
6
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
170
1
0
29 Nov 2023
Mirage: An RNS-Based Photonic Accelerator for DNN Training
International Symposium on Computer Architecture (ISCA), 2023
Cansu Demirkıran
Guowei Yang
D. Bunandar
Ajay Joshi
277
11
0
29 Nov 2023
GHOST: A Graph Neural Network Accelerator using Silicon Photonics
ACM Transactions on Embedded Computing Systems (TECS), 2023
S. Afifi
Febin P. Sunny
Amin Shafiee
Mahdi Nikdast
S. Pasricha
GNN
334
14
0
04 Jul 2023
M3ICRO: Machine Learning-Enabled Compact Photonic Tensor Core based on PRogrammable Multi-Operand Multimode Interference
APL Machine Learning (AML), 2023
Jiaqi Gu
Hanqing Zhu
Chenghao Feng
Zixuan Jiang
Ray T. Chen
David Z. Pan
290
11
0
31 May 2023
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing
ACM Great Lakes Symposium on VLSI (GLSVLSI), 2023
Febin P. Sunny
Mahdi Nikdast
S. Pasricha
183
5
0
22 Mar 2023
SCONNA: A Stochastic Computing Based Optical Accelerator for Ultra-Fast, Energy-Efficient Inference of Integer-Quantized CNNs
IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2023
Sairam Sri Vatsavai
Venkata Sai Praneeth Karempudi
Ishan G. Thakkar
S. A. Salehi
J. Hastings
178
12
0
14 Feb 2023
Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics
Design, Automation and Test in Europe (DATE), 2023
Febin P. Sunny
Ebadollah Taheri
Mahdi Nikdast
S. Pasricha
177
15
0
28 Jan 2023
PhotoFourier: A Photonic Joint Transform Correlator-Based Neural Network Accelerator
International Symposium on High-Performance Computer Architecture (HPCA), 2022
Shurui Li
Hangbo Yang
C. Wong
V. Sorger
Puneet Gupta
225
15
0
10 Nov 2022
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation
Neural Information Processing Systems (NeurIPS), 2022
Jiaqi Gu
Zhengqi Gao
Chenghao Feng
Hanqing Zhu
Ray T. Chen
Duane S. Boning
David Z. Pan
352
33
0
19 Sep 2022
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics
IEEE Computer Society Annual Symposium on VLSI (VLSI), 2022
Febin P. Sunny
Mahdi Nikdast
S. Pasricha
206
24
0
31 Aug 2022
Photonic Reconfigurable Accelerators for Efficient Inference of CNNs with Mixed-Sized Tensors
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2022
Sairam Sri Vatsavai
Ishan G. Thakkar
236
12
0
12 Jul 2022
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization
ACM Great Lakes Symposium on VLSI (GLSVLSI), 2022
Febin P. Sunny
Mahdi Nikdast
S. Pasricha
MQ
179
26
0
17 May 2022
Implementing Spiking Neural Networks on Neuromorphic Architectures: A Review
Phu Khanh Huynh
M. L. Varshika
A. Paul
Murat Isik
Adarsha Balaji
Anup Das
205
47
0
17 Feb 2022
SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning
Asia and South Pacific Design Automation Conference (ASP-DAC), 2021
Febin P. Sunny
Mahdi Nikdast
S. Pasricha
149
25
0
09 Sep 2021
O-HAS: Optical Hardware Accelerator Search for Boosting Both Acceleration Performance and Development Speed
Mengquan Li
Zhongzhi Yu
Yongan Zhang
Yonggan Fu
Yingyan Lin
183
12
0
17 Aug 2021
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