Febin Sunny

According to our database, Febin Sunny authored at least 19 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators.

Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha

CoRR, 2024

Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics.

Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha

CoRR, 2024

2023

GHOST: A Graph Neural Network Accelerator using Silicon Photonics.

Salma Afifi, Febin Sunny, Amin Shafiee, Mahdi Nikdast, Sudeep Pasricha

ACM Trans. Embed. Comput. Syst., October, 2023

COMET: A Cross-Layer Optimized Optical Phase Change Main Memory Architecture.

Febin Sunny, Amin Shafiee, Benoît Charbonnier, Mahdi Nikdast, Sudeep Pasricha

CoRR, 2023

Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing.

Febin Sunny, Mahdi Nikdast, Sudeep Pasricha

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics.

Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics.

Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

R-TOSS: A Framework for Real-Time Object Detection using Semi-Structured Pruning.

Abhishek Balasubramaniam, Febin Sunny, Sudeep Pasricha

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Silicon Photonic Microring Resonators: A Comprehensive Design-Space Exploration and Optimization Under Fabrication-Process Variations.

Asif Mirza, Febin Sunny, Peter Walsh, Karim Hassan, Sudeep Pasricha, Mahdi Nikdast

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Photonic Networks-on-Chip Employing Multilevel Signaling: A Cross-Layer Comparative Study.

Venkata Sai Praneeth Karempudi, Febin Sunny, Ishan G. Thakkar, Sai Vineel Reddy Chittamuru, Mahdi Nikdast, Sudeep Pasricha

ACM J. Emerg. Technol. Comput. Syst., 2022

RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics.

Febin Sunny, Mahdi Nikdast, Sudeep Pasricha

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization.

Febin Sunny, Mahdi Nikdast, Sudeep Pasricha

Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning.

Febin Sunny, Mahdi Nikdast, Sudeep Pasricha

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021

ARXON: A Framework for Approximate Communication Over Photonic Networks-on-Chip.

Febin P. Sunny, Asif Mirza, Ishan G. Thakkar, Mahdi Nikdast, Sudeep Pasricha

IEEE Trans. Very Large Scale Integr. Syst., 2021

ROBIN: A Robust Optical Binary Neural Network Accelerator.

Febin P. Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha

ACM Trans. Embed. Comput. Syst., 2021

A Survey on Silicon Photonics for Deep Learning.

Febin P. Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha

ACM J. Emerg. Technol. Comput. Syst., 2021

CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator.

Febin Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

LORAX: Loss-Aware Approximations for Energy-Efficient Silicon Photonic Networks-on-Chip.

Febin Sunny, Asif Mirza, Ishan G. Thakkar, Sudeep Pasricha, Mahdi Nikdast

Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020

Silicon Photonic Microring Resonators: Design Optimization Under Fabrication Non-Uniformity.

Asif Mirza, Febin Sunny, Sudeep Pasricha, Mahdi Nikdast

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020