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Noise-resilient and high-speed deep learning with coherent silicon photonics

Nature communications, 2022-09, Vol.13 (1), p.5572-5572, Article 5572

2022

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Channel response-aware photonic neural network accelerators for high-speed inference through bandwidth-limited optics

Optics express, 2022-03, Vol.30 (7), p.10664-10671

2022

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Quantization-aware training for low precision photonic neural networks

Neural networks, 2022-11, Vol.155, p.561-573

2022

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Multicasting in a High-Port Sub- \mu sec Latency Hipo \lambda aos Optical Packet Switch

IEEE photonics technology letters, 2018-09, Vol.30 (17), p.1535-1538

2018

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Silicon Photonic 16×16 Cyclic AWGR for DWDM O-band Interconnects

IEEE photonics technology letters, 2020-10, Vol.32 (19), p.1-1

2020

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Optically-Enabled Bloom Filter Label Forwarding Using a Silicon Photonic Switching Matrix

Journal of lightwave technology, 2017-11, Vol.35 (21), p.4758-4765

2017

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Programmable Tanh-, ELU-, Sigmoid-, and Sin-based Nonlinear Activation Functions for Neuromorphic Photonics

IEEE journal of selected topics in quantum electronics, 2023-11, Vol.29 (6: Photonic Signal Processing), p.1-10

2023

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Neuromorphic Photonics for Digital Signal Processing

2023 IEEE Photonics Conference (IPC), 2023, p.1-2

2023

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Normalized Post-training Quantization for Photonic Neural Networks

2022 IEEE Symposium Series on Computational Intelligence (SSCI), 2022, p.657-663

2022

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10 GHz Optoelectronic Circuit with Variable Sigmoid Shaped Activation Function for Photonic Neural Networks

Journal of lightwave technology, 2024, p.1-12

2024

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Scaling photonic neural networks: A silicon photonic GeMM leveraging a Time-Space multiplexed Xbar

Journal of lightwave technology, 2024-06, p.1-9

2024

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High-Port and Low-Latency Optical Switches for Disaggregated Data Centers: The Hipoλaos Switch Architecture

Journal of optical communications and networking, 2018-07, Vol.10 (7), p.102-116

2018

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End-to-end optical packet switching with burst-mode reception at 25 Gb/s through a 1024-port 25.6 Tb/s capacity \text\lambda\text Optical Packet Switch

2020 European Conference on Optical Communications (ECOC), 2020, p.1-4

2020

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On-Chip SOI Delay Line Bank for Optical Buffers and Time Slot Interchangers

IEEE photonics technology letters, 2018-01, Vol.30 (1), p.31-34

2018

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Multicast-Enabling Optical Switch Design Employing Si Buffering and Routing Elements

IEEE photonics technology letters, 2018-04, Vol.30 (8), p.712-715

2018

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Single Mode Optical Interconnects for future data centers

2016 18th International Conference on Transparent Optical Networks (ICTON), 2016, p.1-4

2016

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A Robust, Quantization-Aware Training Method for Photonic Neural Networks

Engineering Applications of Neural Networks, 2022, Vol.1600, p.427-438

2022

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Cross-talk aware channel allocation for all-to-all optical interconnects in sub-optimal AWGR devices

45th European Conference on Optical Communication (ECOC 2019), 2019, p.220

2019

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A 160 TOPS Multi-dimensional AWGR-based accelerator for Deep Learning

2024 Optical Fiber Communications Conference and Exhibition (OFC), 2024, p.1-3

2024

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Optics-informed Neural Networks: Bridging Deep Learning with Photonic Accelerators

2024 Optical Fiber Communications Conference and Exhibition (OFC), 2024, p.1-3

2024

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Integrated Photonic Sigmoid Activation Function at 10 Gbaud/s for Photonic Neural Networks

2023 Conference on Lasers and Electro-Optics (CLEO), 2023, p.1-2

2023

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Silicon Integrated Photonic-Electronic Multiply-Accumulate Neurons

2024 Conference on Lasers and Electro-Optics (CLEO), 2024, p.1-2

2024

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Physics-inspired End-to-End Deep Learning for High-Performance Optical Fiber Transmission Links

2023 Conference on Lasers and Electro-Optics (CLEO), 2023, p.1-2

2023

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A 25.6 Tbps capacity 1024-port Hipoλaos Optical Packet Switch Architecture for disaggregated datacenters

2020 Optical Fiber Communications Conference and Exhibition (OFC), 2020, p.1-3

2020

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Temperature Tolerant On-Chip WDM Silicon Photonic Transmitter and AWGR-based Routing Interconnects

2022 Optical Fiber Communications Conference and Exhibition (OFC), 2022, p.1-3

2022

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Noise-resilient and high-speed deep learning with coherent silicon photonics

Channel response-aware photonic neural network accelerators for high-speed inference through bandwidth-limited optics

Quantization-aware training for low precision photonic neural networks

Multicasting in a High-Port Sub- \mu sec Latency Hipo \lambda aos Optical Packet Switch

Silicon Photonic 16×16 Cyclic AWGR for DWDM O-band Interconnects

Optically-Enabled Bloom Filter Label Forwarding Using a Silicon Photonic Switching Matrix

Programmable Tanh-, ELU-, Sigmoid-, and Sin-based Nonlinear Activation Functions for Neuromorphic Photonics

Neuromorphic Photonics for Digital Signal Processing

Normalized Post-training Quantization for Photonic Neural Networks

10 GHz Optoelectronic Circuit with Variable Sigmoid Shaped Activation Function for Photonic Neural Networks

Scaling photonic neural networks: A silicon photonic GeMM leveraging a Time-Space multiplexed Xbar

High-Port and Low-Latency Optical Switches for Disaggregated Data Centers: The Hipoλaos Switch Architecture

End-to-end optical packet switching with burst-mode reception at 25 Gb/s through a 1024-port 25.6 Tb/s capacity \text\lambda\text Optical Packet Switch

On-Chip SOI Delay Line Bank for Optical Buffers and Time Slot Interchangers

Multicast-Enabling Optical Switch Design Employing Si Buffering and Routing Elements

Single Mode Optical Interconnects for future data centers

A Robust, Quantization-Aware Training Method for Photonic Neural Networks

Cross-talk aware channel allocation for all-to-all optical interconnects in sub-optimal AWGR devices

A 160 TOPS Multi-dimensional AWGR-based accelerator for Deep Learning

Optics-informed Neural Networks: Bridging Deep Learning with Photonic Accelerators

Integrated Photonic Sigmoid Activation Function at 10 Gbaud/s for Photonic Neural Networks

Silicon Integrated Photonic-Electronic Multiply-Accumulate Neurons

Physics-inspired End-to-End Deep Learning for High-Performance Optical Fiber Transmission Links

A 25.6 Tbps capacity 1024-port Hipoλaos Optical Packet Switch Architecture for disaggregated datacenters

Temperature Tolerant On-Chip WDM Silicon Photonic Transmitter and AWGR-based Routing Interconnects

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