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

Photonic Synaptic System for MAC Operationsby Interconnected Vertical Cavity SurfaceEmitting Lasers

(2022) Joshua Robertson et al.   Optical Materials Express

Photonic matrix multiplication lights up photonic accelerator and beyond

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

Thermo-optic phase shifters based on silicon-on-insulator platform: state-of-the-art and a review

(2022) Shengping Liu et al.   Frontiers of Optoelectronics

Experimental demonstration of photonic spike-timing-dependent plasticity based on a VCSOA

(2022) Ziwei Song et al.   Science China-Information Sciences

Photonics for artificial intelligence and neuromorphic computing

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

Photonic Matrix Computing: From Fundamentals to Applications

(2021) Junwei Cheng et al.   Nanomaterials

Weight adjustable photonic synapse by nonlinear gain in a vertical cavity semiconductor optical amplifier

(2021) Juan Arturo Alanis et al.   APPLIED PHYSICS LETTERS

Prospects and applications of photonic neural networks

(2021) Chaoran Huang et al.   Advances in Physics-X

All-optical neuromorphic XOR operation with inhibitory dynamics of a single photonic spiking neuron based on a VCSEL-SA

(2020) Shuiying Xiang et al.   OPTICS LETTERS

Real-time optical spike-timing dependent plasticity in a single VCSEL with dual-polarized pulsed optical injection

(2020) Shuiying Xiang et al.   Science China-Information Sciences

Hybrid multi-chip assembly of optical communication engines by in situ 3D nano-lithography

(2020) Matthias Blaicher et al.   Light-Science & Applications

Demonstration of scalable microring weight bank control for large-scale photonic integrated circuits

(2020) Chaoran Huang et al.   APL Photonics

The diamond mesh, a phase-error- and loss-tolerant field-programmable MZI-based optical processor for optical neural networks

(2020) Farhad Shokraneh et al.   OPTICS EXPRESS

Inference in artificial intelligence with deep optics and photonics

(2020) Gordon Wetzstein et al.   NATURE

Computing Primitive of Fully VCSEL-Based All-Optical Spiking Neural Network for Supervised Learning and Pattern Classification

(2020) Shuiying Xiang et al.   IEEE Transactions on Neural Networks and Learning Systems

Vertical-cavity surface-emitting lasers for data communication and sensing

(2019) Anjin Liu et al.   Photonics Research

Photonic In-Memory Computing Primitive for Spiking Neural Networks Using Phase-Change Materials

(2019) Indranil Chakraborty et al.   Physical Review Applied

All-optical inhibitory dynamics in photonic neuron based on polarization mode competition in a VCSEL with an embedded saturable absorber

(2019) Y. Zhang et al.   OPTICS LETTERS

All-optical spiking neurosynaptic networks with self-learning capabilities

(2019) J. Feldmann et al.   NATURE

Design of optical neural networks with component imprecisions

(2019) Michael Y.-S. Fang et al.   OPTICS EXPRESS

STDP-Based Unsupervised Spike Pattern Learning in a Photonic Spiking Neural Network With VCSELs and VCSOAs

(2019) Shuiying Xiang et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Towards spike-based machine intelligence with neuromorphic computing

(2019) Kaushik Roy et al.   NATURE

Chip-Scale Optical Matrix Computation for PageRank Algorithm

(2019) Hailong Zhou et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Photonic independent component analysis using an on-chip microring weight bank

(2019) Philip Y. Ma et al.   OPTICS EXPRESS

A Single Layer Neural Network Implemented by a $4\times 4$ MZI-Based Optical Processor

(2019) Farhad Shokraneh et al.   IEEE Photonics Journal

Spike encoding and storage properties in mutually coupled vertical-cavity surface-emitting lasers subject to optical pulse injection

(2018) Yahui Zhang et al.   APPLIED OPTICS

Numerical Implementation of Wavelength-Dependent Photonic Spike Timing Dependent Plasticity Based on VCSOA

(2018) Shuiying Xiang et al.   IEEE JOURNAL OF QUANTUM ELECTRONICS

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

On-chip photonic synapse

(2017) Zengguang Cheng et al.   Science Advances

Neuromorphic photonic networks using silicon photonic weight banks

(2017) Alexander N. Tait et al.   Scientific Reports

Microring Weight Banks

(2016) Alexander N. Tait et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Flip-chip integration of tilted VCSELs onto a silicon photonic integrated circuit

(2016) Huihui Lu et al.   OPTICS EXPRESS

Recent progress in semiconductor excitable lasers for photonic spike processing

(2016) Paul R. Prucnal et al.   Advances in Optics and Photonics

Optimal design for universal multiport interferometers

(2016) William R. Clements et al.   Optica

Photonic implementation of a neuronal algorithm applicable towards angle of arrival detection and localization

(2015) Ryan Toole et al.   OPTICS EXPRESS

Optical spike-timing-dependent plasticity with weight-dependent learning window and reward modulation

(2015) Quansheng Ren et al.   OPTICS EXPRESS

Memory and Information Processing in Neuromorphic Systems

(2015) Giacomo Indiveri et al.   PROCEEDINGS OF THE IEEE

Broadcast and Weight: An Integrated Network For Scalable Photonic Spike Processing

(2014) Alexander N. Tait et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

A Leaky Integrate-and-Fire Laser Neuron for Ultrafast Cognitive Computing

(2013) Mitchell A. Nahmias et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Pulse lead/lag timing detection for adaptive feedback and control based on optical spike-timing-dependent plasticity

(2013) Mable P. Fok et al.   OPTICS LETTERS

SPIKING NEURAL NETWORKS

(2009) SAMANWOY GHOSH-DASTIDAR et al.   International Journal of Neural Systems