Febin Sunny

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 31

Top Topics

Gallium Arsenide

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics. DATE (2024)
Febin Sunny, Amin Shafiee, Abhishek Balasubramaniam, Mahdi Nikdast, Sudeep Pasricha
OPIMA: Optical Processing-In-Memory for Convolutional Neural Network Acceleration. CoRR (2024)
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)
Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics. CoRR (2024)
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 (2024)
Febin Sunny, Amin Shafiee, Benoît Charbonnier, Mahdi Nikdast, Sudeep Pasricha
COMET: A Cross-Layer Optimized Optical Phase-Change Main Memory Architecture. DATE (2024)
Febin Sunny, Amin Shafiee, Benoît Charbonnier, Mahdi Nikdast, Sudeep Pasricha
COMET: A Cross-Layer Optimized Optical Phase Change Main Memory Architecture. CoRR (2023)
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)
Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics. CoRR (2023)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing. ACM Great Lakes Symposium on VLSI (2023)
Abhishek Balasubramaniam, Febin Sunny, Sudeep Pasricha
R-TOSS: A Framework for Real-Time Object Detection using Semi-Structured Pruning. DAC (2023)
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) (2023)
Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha
Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics. CoRR (2023)
Salma Afifi, Febin Sunny, Amin Shafiee, Mahdi Nikdast, Sudeep Pasricha
GHOST: A Graph Neural Network Accelerator using Silicon Photonics. CoRR (2023)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing. CoRR (2023)
Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha
Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics. DATE (2023)
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) (2022)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning. ASP-DAC (2022)
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) (2022)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization. ACM Great Lakes Symposium on VLSI (2022)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics. CoRR (2022)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics. ISVLSI (2022)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization. CoRR (2022)
Febin Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha
CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator. CoRR (2021)
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 (2021)
Febin Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha
CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator. DAC (2021)
Febin Sunny, Asif Mirza, Ishan G. Thakkar, Mahdi Nikdast, Sudeep Pasricha
ARXON: A Framework for Approximate Communication over Photonic Networks-on-Chip. CoRR (2021)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning. CoRR (2021)
Febin Sunny, Asif Mirza, Ishan G. Thakkar, Sudeep Pasricha, Mahdi Nikdast
LORAX: Loss-Aware Approximations for Energy-Efficient Silicon Photonic Networks-on-Chip. CoRR (2020)
Asif Mirza, Febin Sunny, Sudeep Pasricha, Mahdi Nikdast
Silicon Photonic Microring Resonators: Design Optimization Under Fabrication Non-Uniformity. DATE (2020)
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)