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Nonlinear germanium-silicon photodiode for activation and monitoring in photonic neuromorphic networks

Nature communications, 2022-10, Vol.13 (1), p.6048-9, Article 6048

2022

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Partial coherence enhances parallelized photonic computing

Nature (London), 2024-08, Vol.632 (8023), p.55-62

2024

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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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Inference in artificial intelligence with deep optics and photonics

Nature (London), 2020-12, Vol.588 (7836), p.39-47

2020

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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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Scalable Nanophotonic-Electronic Spiking Neural Networks

IEEE journal of selected topics in quantum electronics, 2023-03, Vol.29 (2: Optical Computing), p.1-14

2023

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Recent Progress in Silicon‐Based Photonic Integrated Circuits and Emerging Applications

Advanced optical materials, 2023-10, Vol.11 (20)

2023

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A Hybrid-Integrated Photonic Spiking Neural Network Framework Based on an MZI Array and VCSELs-SA

IEEE journal of selected topics in quantum electronics, 2023-03, Vol.29 (2: Optical Computing), p.1-11

2023

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Universal Linear Optics for Ultra-Fast Neuromorphic Silicon Photonics Towards fJ/MAC and TMAC/sec/mm2 Engines

IEEE journal of selected topics in quantum electronics, 2022, Vol.28 (6: High Density Integr. Multipurpose Photon. Circ.), p.1-15

2022

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A Silicon Photonic Neural Network for Chromatic Dispersion Compensation in 20 Gbps PAM4 Signal At 125 Km and Its Scalability up to 100 Gbps

Journal of lightwave technology, 2024-09, p.1-15

2024

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Scalable and compact photonic neural chip with low learning-capability-loss

Nanophotonics (Berlin, Germany), 2022-01, Vol.11 (2), p.329-344

2022

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Ultra-low-energy programmable non-volatile silicon photonics based on phase-change materials with graphene heaters

Nature nanotechnology, 2022-08, Vol.17 (8), p.842-848

2022

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Neural Network-Based Prediction of Optical Input Power for Reliability-Aware Green Communication in Silicon Photonic Interconnects on Chip

IEEE transactions on circuits and systems. II, Express briefs, 2024-08, Vol.71 (8), p.3955-3959

2024

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Prediction of 12 Photonic Crystal Fiber Optical Properties Using MLP in Deep Learning

IEEE photonics technology letters, 2022-04, Vol.34 (7), p.391-394

2022

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Silicon Photonic Integrated Circuits for Soliton Based Long Haul Optical Communication

Journal of lightwave technology, 2022-05, Vol.40 (10), p.3210-3222

2022

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Parallel convolutional processing using an integrated photonic tensor core

Nature (London), 2021-01, Vol.589 (7840), p.52-58

2021

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Integrated Photonic Convolutional Neural Network Based on Silicon Metalines

IEEE access, 2023, Vol.11, p.61728-61737

2023

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Predictive Modelling of Optical Beams From Grating Structure Using Deep Neural Network

Journal of lightwave technology, 2024-01, Vol.42 (2), p.696-703

2024

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Integrated Photonic Tensor Processing Unit for a Matrix Multiply: A Review

Journal of lightwave technology, 2023-06, Vol.41 (12), p.1-14

2023

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Photonic Crystal Nanobeam Cavity With a High Experimental Q Factor Exceeding Two Million Based on Machine Learning

Journal of lightwave technology, 2022-11, Vol.40 (21), p.7150-7158

2022

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All-Optical Spiking Neuron Based on Passive Microresonator

Journal of lightwave technology, 2020-08, Vol.38 (15), p.4019-4029

2020

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Advances in Photonic Devices Based on Optical Phase-Change Materials

Molecules (Basel, Switzerland), 2021-05, Vol.26 (9), p.2813

2021

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Subcarrier-Based Microring Resonator Weighting

2024 IEEE Photonics Society Summer Topicals Meeting Series (SUM), 2024, p.1-2

2024

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Photonic Convolutional Neural Networks Using Integrated Diffractive Optics

IEEE journal of selected topics in quantum electronics, 2020-09, Vol.26 (5), p.1-8

2020

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Comprehensive Investigation of Thermo-Optic Phase Shifters on a Multi-Layered SiN-on-SOI Platform

Journal of lightwave technology, 2023-05, Vol.41 (10), p.3108-3114

2023

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Nonlinear germanium-silicon photodiode for activation and monitoring in photonic neuromorphic networks

Partial coherence enhances parallelized photonic computing

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

Inference in artificial intelligence with deep optics and photonics

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

Scalable Nanophotonic-Electronic Spiking Neural Networks

Recent Progress in Silicon‐Based Photonic Integrated Circuits and Emerging Applications

A Hybrid-Integrated Photonic Spiking Neural Network Framework Based on an MZI Array and VCSELs-SA

Universal Linear Optics for Ultra-Fast Neuromorphic Silicon Photonics Towards fJ/MAC and TMAC/sec/mm2 Engines

A Silicon Photonic Neural Network for Chromatic Dispersion Compensation in 20 Gbps PAM4 Signal At 125 Km and Its Scalability up to 100 Gbps

Scalable and compact photonic neural chip with low learning-capability-loss

Ultra-low-energy programmable non-volatile silicon photonics based on phase-change materials with graphene heaters

Neural Network-Based Prediction of Optical Input Power for Reliability-Aware Green Communication in Silicon Photonic Interconnects on Chip

Prediction of 12 Photonic Crystal Fiber Optical Properties Using MLP in Deep Learning

Silicon Photonic Integrated Circuits for Soliton Based Long Haul Optical Communication

Parallel convolutional processing using an integrated photonic tensor core

Integrated Photonic Convolutional Neural Network Based on Silicon Metalines

Predictive Modelling of Optical Beams From Grating Structure Using Deep Neural Network

Integrated Photonic Tensor Processing Unit for a Matrix Multiply: A Review

Photonic Crystal Nanobeam Cavity With a High Experimental Q Factor Exceeding Two Million Based on Machine Learning

All-Optical Spiking Neuron Based on Passive Microresonator

Advances in Photonic Devices Based on Optical Phase-Change Materials

Subcarrier-Based Microring Resonator Weighting

Photonic Convolutional Neural Networks Using Integrated Diffractive Optics

Comprehensive Investigation of Thermo-Optic Phase Shifters on a Multi-Layered SiN-on-SOI Platform

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