High-Speed Photonic Reservoir Computing Using a Time-Delay-Based Architecture: Million Words per Second Classification

Laser chimeras as a paradigm for multistable patterns in complex systems

(2015) Laurent Larger et al.   Nature Communications

Optimal nonlinear information processing capacity in delay-based reservoir computers

(2015) Lyudmila Grigoryeva et al.   Scientific Reports

Stochastic nonlinear time series forecasting using time-delay reservoir computers: Performance and universality

(2014) Lyudmila Grigoryeva et al.   NEURAL NETWORKS

Integrated photonic reservoir computing based on hierarchical time-multiplexing structure

(2014) Hong Zhang et al.   OPTICS EXPRESS

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

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

Slow-fast dynamics of a time-delayed electro-optic oscillator

(2013) L. Weicker et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Complexity in electro-optic delay dynamics: modelling, design and applications

(2013) L. Larger   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Virtual Chimera States for Delayed-Feedback Systems

(2013) Laurent Larger et al.   PHYSICAL REVIEW LETTERS

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

(2013) Daniel Brunner et al.   Nature Communications

All-optical reservoir computing

(2012) François Duport et al.   OPTICS EXPRESS

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

(2012) L. Larger et al.   OPTICS EXPRESS

Crenelated fast oscillatory outputs of a two-delay electro-optic oscillator

(2012) Lionel Weicker et al.   PHYSICAL REVIEW E

Photonic Nonlinear Transient Computing with Multiple-Delay Wavelength Dynamics

(2012) Romain Martinenghi et al.   PHYSICAL REVIEW LETTERS

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

Nonlocal Nonlinear Electro-Optic Phase Dynamics Demonstrating 10 Gb/s Chaos Communications

(2010) Roman Lavrov et al.   IEEE JOURNAL OF QUANTUM ELECTRONICS

Optoelectronic chaos

(2010) Laurent Larger et al.   NATURE

Routes to chaos and multiple time scale dynamics in broadband bandpass nonlinear delay electro-optic oscillators

(2009) Michael Peil et al.   PHYSICAL REVIEW E

Electro-optic delay oscillator with nonlocal nonlinearity: Optical phase dynamics, chaos, and synchronization

(2009) Roman Lavrov et al.   PHYSICAL REVIEW E