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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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Towards a Flipped Optical Laboratory

Cross Reality and Data Science in Engineering, p.349-356

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Demonstration of a Plasmonic MMI Switch in 10-Gb/s True Data Traffic Conditions

IEEE photonics technology letters, 2012-10, Vol.24 (20), p.1819-1822

2012

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Quantization-Aware Training for Mixed Precision Photonic Neural Networks

2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP), 2023, p.1-6

2023

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Designing a Photonics Virtual Laboratory (ePhos)

Open Science in Engineering, p.227-236

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Silicon photonic-based transceivers and subsystems for on-board and inter-DC interconnects

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

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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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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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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Initializing photonic feed-forward neural networks using auxiliary tasks

Neural networks, 2020-09, Vol.129, p.103-108

2020

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A 5G mmWave Fiber-Wireless IFoF Analog Mobile Fronthaul Link With up to 24-Gb/s Multiband Wireless Capacity

Journal of lightwave technology, 2019-06, Vol.37 (12), p.2883-2891

2019

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Mutual Information-Based Neural Network Distillation for Improving Photonic Neural Network Training

Neural processing letters, 2023-12, Vol.55 (7), p.8589-8604

2023

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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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Optics in Computing: From Photonic Network-on-Chip to Chip-to-Chip Interconnects and Disintegrated Architectures

Journal of lightwave technology, 2019-01, Vol.37 (2), p.363-379

2019

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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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A 1024-Port Optical Uni- and Multicast Packet Switch Fabric

Journal of lightwave technology, 2019-02, Vol.37 (4), p.1415-1423

2019

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The p.Pro482Ala Variant in the CNNM2 Gene Causes Severe Hypomagnesemia Amenable to Treatment with Spironolactone

International journal of molecular sciences, 2022-07, Vol.23 (13), p.7284

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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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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High-performance end-to-end deep learning IM/DD link using optics-informed neural networks

Optics express, 2023-06, Vol.31 (12), p.20068-20079

2023

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End-to-End 1024-Port Optical Packet Switching With 25 Gb/s Burst-Mode Reception for Data Centers

IEEE photonics journal, 2021-06, Vol.13 (3), p.1-14

2021

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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 60 GHz Radio-Over-Fiber Network Architecture for Seamless Communication With High Mobility

Journal of lightwave technology, 2009-06, Vol.27 (12), p.1957-1967

2009

Volltextzugriff (PDF)

Photonic neural networks and optics-informed deep learning fundamentals

APL photonics, 2024-01, Vol.9 (1), p.011102-011102-25

2024

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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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Mixed-precision quantization-aware training for photonic neural networks

Towards a Flipped Optical Laboratory

Demonstration of a Plasmonic MMI Switch in 10-Gb/s True Data Traffic Conditions

Quantization-Aware Training for Mixed Precision Photonic Neural Networks

Designing a Photonics Virtual Laboratory (ePhos)

Silicon photonic-based transceivers and subsystems for on-board and inter-DC interconnects

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

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

Femtojoule per MAC Neuromorphic Photonics: An Energy and Technology Roadmap

Initializing photonic feed-forward neural networks using auxiliary tasks

A 5G mmWave Fiber-Wireless IFoF Analog Mobile Fronthaul Link With up to 24-Gb/s Multiband Wireless Capacity

Mutual Information-Based Neural Network Distillation for Improving Photonic Neural Network Training

All-Optical WDM Recurrent Neural Networks With Gating

Optics in Computing: From Photonic Network-on-Chip to Chip-to-Chip Interconnects and Disintegrated Architectures

A Photonic Recurrent Neuron for Time-Series Classification

A 1024-Port Optical Uni- and Multicast Packet Switch Fabric

The p.Pro482Ala Variant in the CNNM2 Gene Causes Severe Hypomagnesemia Amenable to Treatment with Spironolactone

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

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

High-performance end-to-end deep learning IM/DD link using optics-informed neural networks

End-to-End 1024-Port Optical Packet Switching With 25 Gb/s Burst-Mode Reception for Data Centers

WDM equipped universal linear optics for programmable neuromorphic photonic processors

A 60 GHz Radio-Over-Fiber Network Architecture for Seamless Communication With High Mobility

Photonic neural networks and optics-informed deep learning fundamentals

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

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