Febin Sunny

33 papers A* 2A 4Misc 1Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
LuxNAS: A Coherent Photonic Neural Network Powered by Neural Architecture Search.
CoRR
Amin Shafiee, Febin Sunny, Sudeep Pasricha, Mahdi Nikdast
2024 A conf
Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics.
DATE
Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
2024 J jnl
Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics.
CoRR
Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
2024 A conf
COMET: A Cross-Layer Optimized Optical Phase-Change Main Memory Architecture.
DATE
Febin Sunny, Amin Shafiee, Benoît Charbonnier, Mahdi Nikdast, Sudeep Pasricha
2024 J jnl
OPIMA: Optical Processing-In-Memory for Convolutional Neural Network Acceleration.
CoRR
Febin Sunny, Amin Shafiee, Abhishek Balasubramaniam, Mahdi Nikdast, Sudeep Pasricha
2024 J jnl
OPIMA: Optical Processing-in-Memory for Convolutional Neural Network Acceleration.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Febin Sunny, Amin Shafiee, Abhishek Balasubramaniam, Mahdi Nikdast, Sudeep Pasricha
2024 Misc conf
Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators.
VTS
Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha
2024 J jnl
Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators.
CoRR
Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha
2023 J jnl
COMET: A Cross-Layer Optimized Optical Phase Change Main Memory Architecture.
CoRR
Febin Sunny, Amin Shafiee, Benoît Charbonnier, Mahdi Nikdast, Sudeep Pasricha
2023 — conf
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing.
ACM Great Lakes Symposium on VLSI
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
2023 J jnl
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing.
CoRR
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
2023 J jnl
GHOST: A Graph Neural Network Accelerator using Silicon Photonics.
CoRR
Salma Afifi, Febin Sunny, Amin Shafiee, Mahdi Nikdast, Sudeep Pasricha
2023 J jnl
GHOST: A Graph Neural Network Accelerator using Silicon Photonics.
ACM Trans. Embed. Comput. Syst.
Salma Afifi, Febin Sunny, Amin Shafiee, Mahdi Nikdast, Sudeep Pasricha
2023 A conf
Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics.
DATE
Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha
2023 J jnl
Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics.
CoRR
Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha
2023 A* conf
R-TOSS: A Framework for Real-Time Object Detection using Semi-Structured Pruning.
DAC
Abhishek Balasubramaniam, Febin Sunny, Sudeep Pasricha
2023 — conf
TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics.
ACM Great Lakes Symposium on VLSI
Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
2023 J jnl
TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics.
CoRR
Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
2022 — conf
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization.
ACM Great Lakes Symposium on VLSI
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
2022 J jnl
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization.
CoRR
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
2022 J jnl
Photonic Networks-on-Chip Employing Multilevel Signaling: A Cross-Layer Comparative Study.
ACM J. Emerg. Technol. Comput. Syst.
Venkata Sai Praneeth Karempudi, Febin Sunny, Ishan G. Thakkar, Sai Vineel Reddy Chittamuru, Mahdi Nikdast, Sudeep Pasricha
2022 — conf
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics.
ISVLSI
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
2022 J jnl
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics.
CoRR
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
2022 — conf
SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning.
ASP-DAC
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
2022 J jnl
Silicon Photonic Microring Resonators: A Comprehensive Design-Space Exploration and Optimization Under Fabrication-Process Variations.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Asif Mirza, Febin Sunny, Peter Walsh, Karim Hassan, Sudeep Pasricha, Mahdi Nikdast
2021 J jnl
ARXON: A Framework for Approximate Communication over Photonic Networks-on-Chip.
CoRR
Febin Sunny, Asif Mirza, Ishan G. Thakkar, Mahdi Nikdast, Sudeep Pasricha
2021 A* conf
CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator.
DAC
Febin Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha
2021 J jnl
CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator.
CoRR
Febin Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha
2021 J jnl
Photonic Networks-on-Chip Employing Multilevel Signaling: A Cross-Layer Comparative Study.
CoRR
Venkata Sai Praneeth Karempudi, Febin Sunny, Ishan G. Thakkar, Sai Vineel Reddy Chittamuru, Mahdi Nikdast, Sudeep Pasricha
2021 J jnl
SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning.
CoRR
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
2020 — conf
LORAX: Loss-Aware Approximations for Energy-Efficient Silicon Photonic Networks-on-Chip.
ACM Great Lakes Symposium on VLSI
Febin Sunny, Asif Mirza, Ishan G. Thakkar, Sudeep Pasricha, Mahdi Nikdast
2020 J jnl
LORAX: Loss-Aware Approximations for Energy-Efficient Silicon Photonic Networks-on-Chip.
CoRR
Febin Sunny, Asif Mirza, Ishan G. Thakkar, Sudeep Pasricha, Mahdi Nikdast
2020 A conf
Silicon Photonic Microring Resonators: Design Optimization Under Fabrication Non-Uniformity.
DATE
Asif Mirza, Febin Sunny, Sudeep Pasricha, Mahdi Nikdast