Microdisk modulator-assisted optical nonlinear activation functions for photonic neural networks

Ultralow‐Loss Silicon Photonics beyond the Singlemode Regime

(2022) Long Zhang et al.   Laser & Photonics Reviews

Low-threshold all-optical nonlinear activation function based on a Ge/Si hybrid structure in a microring resonator

(2022) Bo Wu et al.   Optical Materials Express

Photonic matrix multiplication lights up photonic accelerator and beyond

(2022) Hailong Zhou et al.   Light-Science & Applications

High-speed silicon microring modulator at the 2  µm waveband with analysis and observation of optical bistability

(2022) Weihong Shen et al.   Photonics Research

Programmable low-threshold optical nonlinear activation functions for photonic neural networks

(2022) Ying Huang et al.   OPTICS LETTERS

Parallel convolutional processing using an integrated photonic tensor core

(2021) J. Feldmann et al.   NATURE

11 TOPS photonic convolutional accelerator for optical neural networks

(2021) Xingyuan Xu et al.   NATURE

Photonics for artificial intelligence and neuromorphic computing

(2021) Bhavin J. Shastri et al.   Nature Photonics

High-speed and high-power germanium photodetector with lateral silicon nitride waveguide

(2021) Xiao Hu et al.   Photonics Research

High-performance germanium avalanche photodetector for 100  Gbit/s photonics receivers

(2021) Xiao Hu et al.   OPTICS LETTERS

180 Gbit/s Si3N4-waveguide coupled germanium photodetector with improved quantum efficiency

(2021) Xiao Hu et al.   OPTICS LETTERS

Optical coherent dot-product chip for sophisticated deep learning regression

(2021) Shaofu Xu et al.   Light-Science & Applications

A silicon photonic–electronic neural network for fibre nonlinearity compensation

(2021) Chaoran Huang et al.   Nature Electronics

Experimental realization of arbitrary activation functions for optical neural networks

(2020) Monireh Moayedi Pour Fard et al.   OPTICS EXPRESS

All-optical non-linear activation function for neuromorphic photonic computing using semiconductor Fano lasers

(2020) Thorsten S. Rasmussen et al.   OPTICS LETTERS

Reconfigurable all-optical nonlinear activation functions for neuromorphic photonics

(2020) Aashu Jha et al.   OPTICS LETTERS

On-Chip Programmable Nonlinear Optical Signal Processor and Its Applications

(2020) Chaoran Huang et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

An all-optical neuron with sigmoid activation function

(2019) G. Mourgias-Alexandris et al.   OPTICS EXPRESS

Neuromorphic photonics with electro-absorption modulators

(2019) Jonathan K. George et al.   OPTICS EXPRESS

All-optical spiking neurosynaptic networks with self-learning capabilities

(2019) J. Feldmann et al.   NATURE

Silicon Photonic Modulator Neuron

(2019) Alexander N. Tait et al.   Physical Review Applied

ITO-based electro-absorption modulator for photonic neural activation function

(2019) R. Amin et al.   APL Materials

All-optical neural network with nonlinear activation functions

(2019) Ying Zuo et al.   Optica

Programmable Silicon Photonic Optical Thresholder

(2019) Chaoran Huang et al.   IEEE PHOTONICS TECHNOLOGY LETTERS

A survey of deep learning techniques for autonomous driving

(2019) Sorin Grigorescu et al.   Journal of Field Robotics

A 128 Gb/s PAM4 Silicon Microring Modulator With Integrated Thermo-Optic Resonance Tuning

(2018) Jie Sun et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Low-Dose CT With a Residual Encoder-Decoder Convolutional Neural Network

(2017) Hu Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

Deep learning

(2015) Yann LeCun et al.   NATURE

All-optical reservoir computing

(2012) François Duport et al.   OPTICS EXPRESS

A review of Hopfield neural networks for solving mathematical programming problems

(2008) Ue-Pyng Wen et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH