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

IEEE transactions on computer-aided design of integrated circuits and systems, 2022-10, Vol.41 (10), p.3359-3372

2022

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IEEE_Xplore

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

IEEE transactions on very large scale integration (VLSI) systems, 2021-06, Vol.29 (6), p.1206-1219

2021

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IEEE_Xplore

A Survey on Silicon Photonics for Deep Learning

ACM journal on emerging technologies in computing systems, 2021-10, Vol.17 (4), p.1-57

2021

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

2021 58th ACM/IEEE Design Automation Conference (DAC), 2021, p.1069-1074

2021

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ROBIN: A Robust Optical Binary Neural Network Accelerator

ACM transactions on embedded computing systems, 2021-10, Vol.20 (5s), p.1-24, Article 57

2021

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

2023 60th ACM/IEEE Design Automation Conference (DAC), 2023, p.1-6

2023

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GHOST: A Graph Neural Network Accelerator using Silicon Photonics

ACM transactions on embedded computing systems, 2023-09, Vol.22 (5s), p.1-25, Article 102

2023

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

2024 IEEE 42nd VLSI Test Symposium (VTS), 2024, p.1-4

2024

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IEEE_Xplore

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

2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024, p.1-6

2024

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IEEE_Xplore

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

2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024, p.1-6

2024

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IEEE_Xplore

Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics

2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023, p.1-6

2023

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IEEE_Xplore

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

2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2020, p.484-489

2020

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IEEE_Xplore

Silicon photonic microring resonators: design optimization under fabrication non-uniformity

Proceedings of the 23rd Conference on Design, Automation and Test in Europe, 2020, p.484-489

2020

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

ACM journal on emerging technologies in computing systems, 2022-07, Vol.18 (3), p.1-36, Article 45

2022

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The Impact of Introducing Spirituality in Business Education through Experiential Engagement

Global business review, 2016-02, Vol.17 (1), p.147-160

2016

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Light Speed Machine Learning Inference on the Edge

Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing, p.359-392

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Co-designing Photonic Accelerators for Machine Learning on the Edge

Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing, p.249-269

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Photonic NoCs for Energy-Efficient Data-Centric Computing

Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing, p.25-61

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RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics

2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2022, p.98-103

2022

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IEEE_Xplore

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

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023, p.539-544

2023

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A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization

Proceedings of the Great Lakes Symposium on VLSI 2022, 2022, p.367-371

2022

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

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023, p.15-21

2023

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

2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 2022, p.214-219

2022

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IEEE_Xplore

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

Proceedings of the 2020 on Great Lakes Symposium on VLSI, 2020, p.235-240

2020

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Design of Sparsity Optimized Photonic Deep Learning Accelerators

Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing, p.329-347

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

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

A Survey on Silicon Photonics for Deep Learning

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

ROBIN: A Robust Optical Binary Neural Network Accelerator

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

GHOST: A Graph Neural Network Accelerator using Silicon Photonics

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

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

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

Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics

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

Silicon photonic microring resonators: design optimization under fabrication non-uniformity

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

The Impact of Introducing Spirituality in Business Education through Experiential Engagement

Light Speed Machine Learning Inference on the Edge

Co-designing Photonic Accelerators for Machine Learning on the Edge

Photonic NoCs for Energy-Efficient Data-Centric Computing

RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics

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

A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization

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

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

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

Design of Sparsity Optimized Photonic Deep Learning Accelerators

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