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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

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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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

Linearity Measurements on a 5G mmWave Fiber Wireless IFoF Fronthaul Link With Analog RF Beamforming and 120° Degrees Steering

IEEE communications letters, 2020-12, Vol.24 (12), p.2839-2843

2020

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IEEE_Xplore

Generalized Mach Zehnder Interferometers Integrated on Si 3 N 4 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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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

25.6 Tbps Capacity and Sub-µsec Latency Switching for DataCenters Using >1000-Port Optical Packet Switch Architectures

IEEE journal of selected topics in quantum electronics, 2021-03, Vol.27 (2), p.1-11

2021

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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

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

Universal Linear Optics for Ultra-Fast Neuromorphic Silicon Photonics Towards fJ/MAC and TMAC/sec/mm 2 Engines

IEEE journal of selected topics in quantum electronics, 2022, p.1-15

2022

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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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IEEE_Xplore

Lossless 1 × 4 Silicon Photonic ROADM Based on a Monolithic Integrated Erbium Doped Waveguide Amplifier on a Si 3 N 4 Platform

Journal of lightwave technology, 2022-03, Vol.40 (6), p.1718-1725

2022

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A 5G Fiber Wireless 4Gb/s WDM Fronthaul for Flexible 360° Coverage in V-Band massive MIMO Small Cells

Journal of lightwave technology, 2021-02, Vol.39 (4), p.1081-1088

2021

Link zum Volltext
IEEE_Xplore

Lossless 1 × 4 Silicon Photonic ROADM Based on a Monolithic Integrated Erbium Doped Waveguide Amplifier on a Si3N4 Platform

Journal of lightwave technology, 2022-03, Vol.40 (6), p.1718-1725

2022

Link zum Volltext
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

Link zum Volltext
IEEE_Xplore

A TeraFLOP Photonic Matrix Multiplier using Time-Space-Wavelength Multiplexed AWGR-based Architectures

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

2024

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MIMO Signals Processing Utilizing Optical Crossbar Linear Operator

2024 18th European Conference on Antennas and Propagation (EuCAP), 2024, p.1-3

2024

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Programmable Photonic Neural Networks for advanced Machine Learning tasks

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

2023

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

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

2023

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

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

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

Linearity Measurements on a 5G mmWave Fiber Wireless IFoF Fronthaul Link With Analog RF Beamforming and 120° Degrees Steering

Generalized Mach Zehnder Interferometers Integrated on Si 3 N 4 Waveguide Platform

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

25.6 Tbps Capacity and Sub-µsec Latency Switching for DataCenters Using >1000-Port Optical Packet Switch Architectures

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

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

Universal Linear Optics for Ultra-Fast Neuromorphic Silicon Photonics Towards fJ/MAC and TMAC/sec/mm 2 Engines

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

Lossless 1 × 4 Silicon Photonic ROADM Based on a Monolithic Integrated Erbium Doped Waveguide Amplifier on a Si 3 N 4 Platform

A 5G Fiber Wireless 4Gb/s WDM Fronthaul for Flexible 360° Coverage in V-Band massive MIMO Small Cells

Lossless 1 × 4 Silicon Photonic ROADM Based on a Monolithic Integrated Erbium Doped Waveguide Amplifier on a Si3N4 Platform

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

A TeraFLOP Photonic Matrix Multiplier using Time-Space-Wavelength Multiplexed AWGR-based Architectures

MIMO Signals Processing Utilizing Optical Crossbar Linear Operator

Programmable Photonic Neural Networks for advanced Machine Learning tasks

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

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