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ORCIDFebin Sunny
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2020 – today
- 2024
[c13]Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics. DATE 2024: 1-6- [c12]Febin Sunny, Amin Shafiee, Benoît Charbonnier, Mahdi Nikdast, Sudeep Pasricha:
COMET: A Cross-Layer Optimized Optical Phase-Change Main Memory Architecture. DATE 2024: 1-6 - [c11]Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha:
Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators. VTS 2024: 1-4 - [i18]Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics. CoRR abs/2401.06885 (2024) - [i17]Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha:
Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators. CoRR abs/2403.04189 (2024) - [i16]Febin Sunny, Amin Shafiee, Abhishek Balasubramaniam, Mahdi Nikdast, Sudeep Pasricha:
OPIMA: Optical Processing-In-Memory for Convolutional Neural Network Acceleration. CoRR abs/2407.08205 (2024) - 2023
- [j6]Salma Afifi
, Febin Sunny, Amin Shafiee, Mahdi Nikdast, Sudeep Pasricha:
GHOST: A Graph Neural Network Accelerator using Silicon Photonics. ACM Trans. Embed. Comput. Syst. 22(5s): 102:1-102:25 (2023) - [c10]Abhishek Balasubramaniam, Febin Sunny, Sudeep Pasricha:
R-TOSS: A Framework for Real-Time Object Detection using Semi-Structured Pruning. DAC 2023: 1-6 - [c9]Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha:
Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics. DATE 2023: 1-6 - [c8]Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics. ACM Great Lakes Symposium on VLSI 2023: 15-21 - [c7]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing. ACM Great Lakes Symposium on VLSI 2023: 539-544 - [i15]Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha:
Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics. CoRR abs/2301.12252 (2023) - [i14]Abhishek Balasubramaniam, Febin P. Sunny, Sudeep Pasricha:
R-TOSS: A Framework for Real-Time Object Detection using Semi-Structured Pruning. CoRR abs/2303.02191 (2023) - [i13]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing. CoRR abs/2303.12910 (2023) - [i12]Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics. CoRR abs/2303.12914 (2023) - [i11]Salma Afifi, Febin Sunny, Amin Shafiee, Mahdi Nikdast, Sudeep Pasricha:
GHOST: A Graph Neural Network Accelerator using Silicon Photonics. CoRR abs/2307.01782 (2023) - [i10]Febin Sunny, Amin Shafiee, Benoît Charbonnier, Mahdi Nikdast, Sudeep Pasricha:
COMET: A Cross-Layer Optimized Optical Phase Change Main Memory Architecture. CoRR abs/2311.08566 (2023) - 2022
- [j5]Venkata Sai Praneeth Karempudi, Febin Sunny, Ishan G. Thakkar, Sai Vineel Reddy Chittamuru, Mahdi Nikdast, Sudeep Pasricha:
Photonic Networks-on-Chip Employing Multilevel Signaling: A Cross-Layer Comparative Study. ACM J. Emerg. Technol. Comput. Syst. 18(3): 45:1-45:36 (2022) - [j4]Asif Mirza, Febin Sunny, Peter Walsh, Karim Hassan, Sudeep Pasricha, Mahdi Nikdast:
Silicon Photonic Microring Resonators: A Comprehensive Design-Space Exploration and Optimization Under Fabrication-Process Variations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(10): 3359-3372 (2022) - [c6]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning. ASP-DAC 2022: 214-219 - [c5]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization. ACM Great Lakes Symposium on VLSI 2022: 367-371 - [c4]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics. ISVLSI 2022: 98-103 - [i9]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization. CoRR abs/2205.11244 (2022) - [i8]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics. CoRR abs/2209.00084 (2022) - 2021
- [j3]Febin P. Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha:
A Survey on Silicon Photonics for Deep Learning. ACM J. Emerg. Technol. Comput. Syst. 17(4): 61:1-61:57 (2021) - [j2]Febin P. Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha:
ROBIN: A Robust Optical Binary Neural Network Accelerator. ACM Trans. Embed. Comput. Syst. 20(5s): 57:1-57:24 (2021) - [j1]Febin P. Sunny, Asif Mirza, Ishan G. Thakkar, Mahdi Nikdast, Sudeep Pasricha:
ARXON: A Framework for Approximate Communication Over Photonic Networks-on-Chip. IEEE Trans. Very Large Scale Integr. Syst. 29(6): 1206-1219 (2021) - [c3]Febin Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha:
CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator. DAC 2021: 1069-1074 - [i7]Febin P. Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha:
A Survey on Silicon Photonics for Deep Learning. CoRR abs/2101.01751 (2021) - [i6]Febin Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha:
CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator. CoRR abs/2102.06960 (2021) - [i5]Febin Sunny, Asif Mirza, Ishan G. Thakkar, Mahdi Nikdast, Sudeep Pasricha:
ARXON: A Framework for Approximate Communication over Photonic Networks-on-Chip. CoRR abs/2103.08828 (2021) - [i4]Febin P. Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha:
ROBIN: A Robust Optical Binary Neural Network Accelerator. CoRR abs/2107.05530 (2021) - [i3]Febin Sunny, Mahdi Nikdast, Sudeep Pasricha:
SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning. CoRR abs/2109.04459 (2021) - [i2]Venkata Sai Praneeth Karempudi, Febin Sunny, Ishan G. Thakkar, Sai Vineel Reddy Chittamuru, Mahdi Nikdast, Sudeep Pasricha:
Photonic Networks-on-Chip Employing Multilevel Signaling: A Cross-Layer Comparative Study. CoRR abs/2110.06105 (2021) - 2020
- [c2]Asif Mirza, Febin Sunny, Sudeep Pasricha, Mahdi Nikdast:
Silicon Photonic Microring Resonators: Design Optimization Under Fabrication Non-Uniformity. DATE 2020: 484-489 - [c1]Febin Sunny, Asif Mirza, Ishan G. Thakkar, Sudeep Pasricha, Mahdi Nikdast:
LORAX: Loss-Aware Approximations for Energy-Efficient Silicon Photonic Networks-on-Chip. ACM Great Lakes Symposium on VLSI 2020: 235-240 - [i1]Febin Sunny, Asif Mirza, Ishan G. Thakkar, Sudeep Pasricha, Mahdi Nikdast:
LORAX: Loss-Aware Approximations for Energy-Efficient Silicon Photonic Networks-on-Chip. CoRR abs/2002.11289 (2020)
Coauthor Index
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