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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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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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Plasmonic Stripes in Aqueous Environment Co-Integrated With Si3N4 Photonics

IEEE photonics journal, 2018-02, Vol.10 (1), p.1-8

2018

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Water Cladded Plasmonic Slot Waveguide Vertically Coupled With Si3N4 Photonics

IEEE photonics journal, 2018-06, Vol.10 (3), p.1-8

2018

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Femtojoule per MAC Neuromorphic Photonics: An Energy and Technology Roadmap

IEEE journal of selected topics in quantum electronics, 2020-09, Vol.26 (5), p.1-15

2020

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All-Optical WDM Recurrent Neural Networks With Gating

IEEE journal of selected topics in quantum electronics, 2020-09, Vol.26 (5), p.1-7

2020

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A Photonic Recurrent Neuron for Time-Series Classification

Journal of lightwave technology, 2021-03, Vol.39 (5), p.1340-1347

2021

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Silicon photonic 8 × 8 cyclic Arrayed Waveguide Grating Router for O-band on-chip communication

Optics express, 2018-03, Vol.26 (5), p.6276-6284

2018

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Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models

IEEE transactions on emerging topics in computational intelligence, 2023-02, Vol.7 (1), p.140-149

2023

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Aluminum plasmonic waveguides co-integrated with Si3N4 photonics using CMOS processes

Scientific reports, 2018-09, Vol.8 (1), p.1-10, Article 13380

2018

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Neuromorphic silicon photonics with 50 GHz tiled matrix multiplication for deep-learning applications

Advanced photonics, 2023-01, Vol.5 (1), p.016004-016004

2023

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Unbiased Plasmonic-Assisted Integrated Graphene Photodetectors

ACS photonics, 2022-06, Vol.9 (6), p.1992-2007

2022

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Scaling the Sensitivity of Integrated Plasmo-Photonic Interferometric Sensors

ACS photonics, 2019-07, Vol.6 (7), p.1664-1673

2019

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Bringing Plasmonics Into CMOS Photonic Foundries: Aluminum Plasmonics on Si N for Biosensing Applications

Journal of lightwave technology, 2019-11, Vol.37 (21), p.5516-5524

2019

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Water Cladded Plasmonic Slot Waveguide Vertically Coupled With Si 3 N 4 Photonics

IEEE photonics journal, 2018-06, Vol.10 (3), p.1-8

2018

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Aluminum plasmonic waveguides co-integrated with Si 3 N 4 photonics using CMOS processes

Scientific reports, 2018-09, Vol.8 (1), p.13380

2018

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Femtojoule Technology Roadmap for TeraMAC Neuromorphic Photonic Accelerators

2020 IEEE Photonics Conference (IPC), 2020, p.1-2

2020

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

2021 European Conference on Optical Communication (ECOC), 2021, p.1-4

2021

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Photonic Neuromorphic Computing: Architectures, Technologies, and Training Models

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

2022

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Compute with Light: Architectures, Technologies and Training Models for Neuromorphic Photonic Circuits

2021 European Conference on Optical Communication (ECOC), 2021, p.1-4

2021

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DDOS attack identification via a silicon photonic Deep Neural Network with 50 GHz input and weight update

2023 Optical Fiber Communications Conference and Exhibition (OFC), 2023, p.1-3

2023

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Silicon Photonic Neuromorphic Computing with 16 GHz Input Data and Weight Update Line Rates

2022 Conference on Lasers and Electro-Optics (CLEO), 2022, p.1-2

2022

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All-Optical Recurrent Neural Network with Sigmoid Activation Function

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

2020

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A Silicon Photonic Coherent Neuron with 10GMAC/sec processing line-rate

2021 Optical Fiber Communications Conference and Exhibition (OFC), 2021, p.1-3

2021

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Photonic Recurrent Neural Networks with Gating Circuit

2020 Conference on Lasers and Electro-Optics (CLEO), 2020, p.1-2

2020

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

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

Plasmonic Stripes in Aqueous Environment Co-Integrated With Si3N4 Photonics

Water Cladded Plasmonic Slot Waveguide Vertically Coupled With Si3N4 Photonics

Femtojoule per MAC Neuromorphic Photonics: An Energy and Technology Roadmap

All-Optical WDM Recurrent Neural Networks With Gating

A Photonic Recurrent Neuron for Time-Series Classification

Silicon photonic 8 × 8 cyclic Arrayed Waveguide Grating Router for O-band on-chip communication

Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models

Aluminum plasmonic waveguides co-integrated with Si3N4 photonics using CMOS processes

Neuromorphic silicon photonics with 50 GHz tiled matrix multiplication for deep-learning applications

Unbiased Plasmonic-Assisted Integrated Graphene Photodetectors

Scaling the Sensitivity of Integrated Plasmo-Photonic Interferometric Sensors

Bringing Plasmonics Into CMOS Photonic Foundries: Aluminum Plasmonics on Si N for Biosensing Applications

Water Cladded Plasmonic Slot Waveguide Vertically Coupled With Si 3 N 4 Photonics

Aluminum plasmonic waveguides co-integrated with Si 3 N 4 photonics using CMOS processes

Femtojoule Technology Roadmap for TeraMAC Neuromorphic Photonic Accelerators

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

Compute with Light: Architectures, Technologies and Training Models for Neuromorphic Photonic Circuits

DDOS attack identification via a silicon photonic Deep Neural Network with 50 GHz input and weight update

Silicon Photonic Neuromorphic Computing with 16 GHz Input Data and Weight Update Line Rates

All-Optical Recurrent Neural Network with Sigmoid Activation Function

A Silicon Photonic Coherent Neuron with 10GMAC/sec processing line-rate

Photonic Recurrent Neural Networks with Gating Circuit

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