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Neuromorphic Silicon Photonics and Hardware-Aware Deep Learning for High-Speed Inference

Journal of lightwave technology, 2022-05, Vol.40 (10), p.3243-3254

2022

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IEEE_Xplore

Fidelity Restorable Universal Linear Optics

Advanced photonics research, 2022-10, Vol.3 (10), p.n/a

2022

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Analog nanophotonic computing going practical: silicon photonic deep learning engines for tiled optical matrix multiplication with dynamic precision

Nanophotonics (Berlin, Germany), 2023-03, Vol.12 (5), p.963-973

2023

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Neuromorphic photonic technologies and architectures: scaling opportunities and performance frontiers [Invited]

Optical materials express, 2022-06, Vol.12 (6), p.2343

2022

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WDM equipped universal linear optics for programmable neuromorphic photonic processors

Neuromorphic computing and engineering, 2022-06, Vol.2 (2), p.24010

2022

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A Deeply Saturated Differentially-Biased SOA-MZI for 20 Gb/s Burst-Mode NRZ Traffic

Applied sciences, 2019, Vol.9 (15), p.2971

2019

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Neuromorphic Photonics With Coherent Linear Neurons Using Dual-IQ Modulation Cells

Journal of lightwave technology, 2020-02, Vol.38 (4), p.811-819

2020

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IEEE_Xplore

Multi-User V-Band Uplink Using a Massive MIMO Antenna and a Fiber-Wireless IFoF Fronthaul for 5G mmWave Small-Cells

Journal of lightwave technology, 2020-10, Vol.38 (19), p.5368-5374

2020

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IEEE_Xplore

A Coherent Photonic Crossbar for Scalable Universal Linear Optics

Journal of lightwave technology, 2023-04, Vol.41 (8), p.1-18

2023

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IEEE_Xplore

Theoretical and Experimental Analysis of Burst-Mode Wavelength Conversion via a Differentially-Biased SOA-MZI

Journal of lightwave technology, 2020-09, Vol.38 (17), p.4607-4617

2020

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IEEE_Xplore

Generalized Mach Zehnder Interferometers Integrated on Si3N4 Waveguide Platform

IEEE journal of selected topics in quantum electronics, 2023-11, Vol.29 (6: Photonic Signal Processing), p.1-9

2023

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IEEE_Xplore

Universal Linear Optics Revisited: New Perspectives for Neuromorphic Computing With Silicon Photonics

IEEE journal of selected topics in quantum electronics, 2023-03, Vol.29 (2: Optical Computing), p.1-16

2023

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IEEE_Xplore

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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IEEE_Xplore

Programmable Tanh- and ELU-Based Photonic Neurons in Optics-Informed Neural Networks

Journal of lightwave technology, 2024-05, Vol.42 (10), p.3652-3660

2024

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IEEE_Xplore

Mixed-precision quantization-aware training for photonic neural networks

Neural computing & applications, 2023-10, Vol.35 (29), p.21361-21379

2023

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Reconfigurable Fiber Wireless IFoF Fronthaul With 60 GHz Phased Array Antenna and Silicon Photonic ROADM for 5G mmWave C-RANs

IEEE journal on selected areas in communications, 2021-09, Vol.39 (9), p.2816-2826

2021

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IEEE_Xplore

Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations

IEEE transactions on emerging topics in computational intelligence, 2021-06, Vol.5 (3), p.384-393

2021

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IEEE_Xplore

Variance Preserving Initialization for Training Deep Neuromorphic Photonic Networks with Sinusoidal Activations

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.1483-1487

2019

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IEEE_Xplore

2022 Optical Fiber Communications Conference and Exhibition (OFC), 2022, p.01-03

2022

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Neuromorphic Silicon Photonics and Hardware-Aware Deep Learning for High-Speed Inference

Fidelity Restorable Universal Linear Optics

Analog nanophotonic computing going practical: silicon photonic deep learning engines for tiled optical matrix multiplication with dynamic precision

Neuromorphic photonic technologies and architectures: scaling opportunities and performance frontiers [Invited]

WDM equipped universal linear optics for programmable neuromorphic photonic processors

A Deeply Saturated Differentially-Biased SOA-MZI for 20 Gb/s Burst-Mode NRZ Traffic

Neuromorphic Photonics With Coherent Linear Neurons Using Dual-IQ Modulation Cells

Multi-User V-Band Uplink Using a Massive MIMO Antenna and a Fiber-Wireless IFoF Fronthaul for 5G mmWave Small-Cells

A Coherent Photonic Crossbar for Scalable Universal Linear Optics

Theoretical and Experimental Analysis of Burst-Mode Wavelength Conversion via a Differentially-Biased SOA-MZI

Generalized Mach Zehnder Interferometers Integrated on Si3N4 Waveguide Platform

Universal Linear Optics Revisited: New Perspectives for Neuromorphic Computing With Silicon Photonics

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

Programmable Tanh- and ELU-Based Photonic Neurons in Optics-Informed Neural Networks

Mixed-precision quantization-aware training for photonic neural networks

Reconfigurable Fiber Wireless IFoF Fronthaul With 60 GHz Phased Array Antenna and Silicon Photonic ROADM for 5G mmWave C-RANs

Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations

Variance Preserving Initialization for Training Deep Neuromorphic Photonic Networks with Sinusoidal Activations

A Fiber Wireless A-RoF/IFoF Uplink Transmission of up to 0.6 Gb/s User Data Rate Over a 32-Element 60 GHz Beam-Steering Antenna for 5G Fronthaul Networks

Programmable Photonic Neural Networks for advanced Machine Learning tasks

On-Chip Universal Linear Optics using a 4x4 Silicon Photonic Coherent Crossbar

Programmable tanh- and ReLU-like Optoelectronic Activation Functions for Neuromorphic Photonic Circuits

High-speed analog photonic computing with tiled matrix multiplication and dynamic precision capabilities for DNNs

Silicon-integrated coherent neurons with 32GMAC/sec/axon compute line-rates using EAM-based input and weighting cells

Photonic Neuromorphic Computing: Architectures, Technologies, and Training Models

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