Photonic neuromorphic information processing and reservoir computing

Reservoir computing with the frequency, phase, and amplitude of spin-torque nano-oscillators

(2019) D. Marković et al.   APPLIED PHYSICS LETTERS

In-memory computing on a photonic platform

(2019) Carlos Ríos et al.   Science Advances

Reservoir computing based on transverse modes in a single optical waveguide

(2019) Charis Mesaritakis et al.   OPTICS LETTERS

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

Fiber echo state network analogue for high-bandwidth dual-quadrature signal processing

(2019) Mariia Sorokina et al.   OPTICS EXPRESS

A Neuromorphic Silicon Photonics Nonlinear Equalizer For Optical Communications With Intensity Modulation and Direct Detection

(2019) Andrew Katumba et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

All-optical spiking neurosynaptic networks with self-learning capabilities

(2019) J. Feldmann et al.   NATURE

Large-Scale Optical Neural Networks Based on Photoelectric Multiplication

(2019) Ryan Hamerly et al.   Physical Review X

High-accuracy optical convolution unit architecture for convolutional neural networks by cascaded acousto-optical modulator arrays

(2019) Shaofu Xu et al.   OPTICS EXPRESS

Programmable matrix operation with reconfigurable time-wavelength plane manipulation and dispersed time delay

(2019) Yuyao Huang et al.   OPTICS EXPRESS

Fourier-space Diffractive Deep Neural Network

(2019) Tao Yan et al.   PHYSICAL REVIEW LETTERS

Deep Cytometry: Deep learning with Real-time Inference in Cell Sorting and Flow Cytometry

(2019) Yueqin Li et al.   Scientific Reports

Custom Sub-Systems and Circuits for Deep Learning: Guest Editorial Overview

(2019) Chia-Yu Chen et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

All-optical neural network with nonlinear activation functions

(2019) Ying Zuo et al.   Optica

Rapid laser solver for the phase retrieval problem

(2019) C. Tradonsky et al.   Science Advances

Large-Scale Spatiotemporal Photonic Reservoir Computer for Image Classification

(2019) Piotr Antonik et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks

(2019) Ian A. D. Williamson et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Improving Time Series Recognition and Prediction With Networks and Ensembles of Passive Photonic Reservoirs

(2019) Matthias Freiberger et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Temporal Information Processing With an Integrated Laser Neuron

(2019) Hsuan-Tung Peng et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Optical Reservoir Computing Using Multiple Light Scattering for Chaotic Systems Prediction

(2019) Jonathan Dong et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Neuromorphic Computing Based on Silicon Photonics and Reservoir Computing

(2018) Andrew Katumba et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

All-Optical Reservoir Computing on a Photonic Chip Using Silicon-Based Ring Resonators

(2018) Florian Denis-Le Coarer et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Numerical demonstration of neuromorphic computing with photonic crystal cavities

(2018) Floris Laporte et al.   OPTICS EXPRESS

Prediction performance of reservoir computing system based on a semiconductor laser subject to double optical feedback and optical injection

(2018) YuShuang Hou et al.   OPTICS EXPRESS

Fast and robust Fourier domain-based classification for on-chip lens-free flow cytometry

(2018) Bruno Cornelis et al.   OPTICS EXPRESS

Review and perspectives on microfluidic flow cytometers

(2018) Ruey-Jen Yang et al.   SENSORS AND ACTUATORS B-CHEMICAL

Photonic machine learning implementation for signal recovery in optical communications

(2018) Apostolos Argyris et al.   Scientific Reports

A Survey of Deep Learning: Platforms, Applications and Emerging Research Trends

(2018) William Grant Hatcher et al.   IEEE Access

Reinforcement learning in a large-scale photonic recurrent neural network

(2018) J. Bueno et al.   Optica

Enhanced performance of a reservoir computer using polarization dynamics in VCSELs

(2018) Jeremy Vatin et al.   OPTICS LETTERS

All-optical machine learning using diffractive deep neural networks

(2018) Xing Lin et al.   SCIENCE

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

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

Tutorial: Photonic neural networks in delay systems

(2018) D. Brunner et al.   JOURNAL OF APPLIED PHYSICS

Compact reservoir computing with a photonic integrated circuit

(2018) Kosuke Takano et al.   OPTICS EXPRESS

Enhanced performances of a photonic reservoir computer based on a single delayed quantum cascade laser

(2018) Romain Modeste Nguimdo et al.   OPTICS LETTERS

Deep Learning With Spiking Neurons: Opportunities and Challenges

(2018) Michael Pfeiffer et al.   Frontiers in Neuroscience

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

Deep reservoir computing: A critical experimental analysis

(2017) Claudio Gallicchio et al.   NEUROCOMPUTING

Integrated pillar scatterers for speeding up classification of cell holograms

(2017) Alessio Lugnan et al.   OPTICS EXPRESS

Silicon photonic physical unclonable function

(2017) Brian C. Grubel et al.   OPTICS EXPRESS

All-optical digital-to-spike conversion using a graphene excitable laser

(2017) Philip Y. Ma et al.   OPTICS EXPRESS

Controlled inhibition of spiking dynamics in VCSELs for neuromorphic photonics: theory and experiments

(2017) Joshua Robertson et al.   OPTICS LETTERS

Computing with networks of nonlinear mechanical oscillators

(2017) Jean C. Coulombe et al.   PLoS One

Multipurpose silicon photonics signal processor core

(2017) Daniel Pérez et al.   Nature Communications

A Multiple-Input Strategy to Efficient Integrated Photonic Reservoir Computing

(2017) Andrew Katumba et al.   Cognitive Computation

Advances in photonic reservoir computing

(2017) Guy Van der Sande et al.   Nanophotonics

On-chip photonic synapse

(2017) Zengguang Cheng et al.   Science Advances

Real-time Image Processing for Microscopy-based Label-free Imaging Flow Cytometry in a Microfluidic Chip

(2017) Young Jin Heo et al.   Scientific Reports

Flow cytometry: basic principles and applications

(2016) Aysun Adan et al.   CRITICAL REVIEWS IN BIOTECHNOLOGY

A Hybrid Barium Titanate–Silicon Photonics Platform for Ultraefficient Electro-Optic Tuning

(2016) Stefan Abel et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Photonic Implementation of Spike-Timing-Dependent Plasticity and Learning Algorithms of Biological Neural Systems

(2016) Ryan Toole et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Review: imaging technologies for flow cytometry

(2016) Yuanyuan Han et al.   LAB ON A CHIP

A fully programmable 100-spin coherent Ising machine with all-to-all connections

(2016) Peter L. McMahon et al.   SCIENCE

Emulation of Spiking Response and Spiking Frequency Property in VCSEL-Based Photonic Neuron

(2016) Shuiying Xiang et al.   IEEE Photonics Journal

Demonstration of a 4 × 4-port universal linear circuit

(2016) Antonio Ribeiro et al.   Optica

Deep learning

(2015) Yann LeCun et al.   NATURE

Triggering extreme events at the nanoscale in photonic seas

(2015) C. Liu et al.   Nature Physics

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

(2015) Quansheng Ren et al.   OPTICS EXPRESS

Reconfigurable semiconductor laser networks based on diffractive coupling

(2015) Daniel Brunner et al.   OPTICS LETTERS

High-performance photonic reservoir computer based on a coherently driven passive cavity

(2015) Quentin Vinckier et al.   Optica

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

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

Integrated photonic reservoir computing based on hierarchical time-multiplexing structure

(2014) Hong Zhang et al.   OPTICS EXPRESS

All-optical reservoir computer based on saturation of absorption

(2014) Antoine Dejonckheere et al.   OPTICS EXPRESS

Fast photonic information processing using semiconductor lasers with delayed optical feedback: Role of phase dynamics

(2014) Romain Modeste Nguimdo et al.   OPTICS EXPRESS

Performing Mathematical Operations with Metamaterials

(2014) A. Silva et al.   SCIENCE

Experimental demonstration of reservoir computing on a silicon photonics chip

(2014) Kristof Vandoorne et al.   Nature Communications

Nanophotonic Reservoir Computing With Photonic Crystal Cavities to Generate Periodic Patterns

(2014) Martin Andre Agnes Fiers et al.   IEEE Transactions on Neural Networks and Learning Systems

Information Processing Using Transient Dynamics of Semiconductor Lasers Subject to Delayed Feedback

(2013) K. Hicke et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Micro ring resonators as building blocks for an all-optical high-speed reservoir-computing bit-pattern-recognition system

(2013) Charis Mesaritakis et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS

A theoretical and experimental study of neuromorphic atomic switch networks for reservoir computing

(2013) Henry O Sillin et al.   NANOTECHNOLOGY

Parallel photonic information processing at gigabyte per second data rates using transient states

(2013) Daniel Brunner et al.   Nature Communications

A strong electro-optically active lead-free ferroelectric integrated on silicon

(2013) Stefan Abel et al.   Nature Communications

Towards a theoretical foundation for morphological computation with compliant bodies

(2012) Helmut Hauser et al.   BIOLOGICAL CYBERNETICS

Time-domain and frequency-domain modeling of nonlinear optical components at the circuit-level using a node-based approach

(2012) Martin Fiers et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS

Extraction of temporally correlated features from dynamic vision sensors with spike-timing-dependent plasticity

(2012) Olivier Bichler et al.   NEURAL NETWORKS

All-optical reservoir computing

(2012) François Duport et al.   OPTICS EXPRESS

Cascadable excitability in microrings

(2012) Thomas Van Vaerenbergh et al.   OPTICS EXPRESS

Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing

(2012) L. Larger et al.   OPTICS EXPRESS

Simplified description of self-pulsation and excitability by thermal and free-carrier effects in semiconductor microcavities

(2012) Thomas Van Vaerenbergh et al.   PHYSICAL REVIEW A

Optoelectronic Reservoir Computing

(2012) Y. Paquot et al.   Scientific Reports

Parallel Reservoir Computing Using Optical Amplifiers

(2011) K. Vandoorne et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Information processing using a single dynamical node as complex system

(2011) L. Appeltant et al.   Nature Communications

Photonic quantum technologies

(2009) Jeremy L. O'Brien et al.   Nature Photonics

Toward optical signal processing using Photonic Reservoir Computing

(2008) Kristof Vandoorne et al.   OPTICS EXPRESS