Brain-Inspired Photonic Signal Processor for Generating Periodic Patterns and Emulating Chaotic Systems

Online Training for High-Performance Analogue Readout Layers in Photonic Reservoir Computers

(2017) Piotr Antonik et al.   Cognitive Computation

Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization

(2017) Piotr Antonik et al.   IEEE Transactions on Neural Networks and Learning Systems

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

(2017) Laurent Larger et al.   Physical Review X

Persistent Memory in Single Node Delay-Coupled Reservoir Computing

(2016) André David Kovac et al.   PLoS One

Fully analogue photonic reservoir computer

(2016) François Duport et al.   Scientific Reports

At the Edge of Chaos: How Cerebellar Granular Layer Network Dynamics Can Provide the Basis for Temporal Filters

(2015) Christian Rössert et al.   PLoS Computational Biology

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

(2015) Quentin Vinckier et al.   Optica

Frequency modulation of large oscillatory neural networks

(2014) Francis wyffels et al.   BIOLOGICAL CYBERNETICS

Experimental demonstration of reservoir computing on a silicon photonics chip

(2014) Kristof Vandoorne et al.   Nature Communications

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

(2013) Daniel Brunner et al.   Nature Communications

Locomotion Without a Brain: Physical Reservoir Computing in Tensegrity Structures

(2012) K. Caluwaerts et al.   ARTIFICIAL LIFE

Regularization and stability in reservoir networks with output feedback

(2012) René Felix Reinhart et al.   NEUROCOMPUTING

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

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

Information processing using a single dynamical node as complex system

(2011) L. Appeltant et al.   Nature Communications

Minimum Complexity Echo State Network

(2010) A Rodan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A comparative study of Reservoir Computing strategies for monthly time series prediction

(2010) F. Wyffels et al.   NEUROCOMPUTING

Generating Coherent Patterns of Activity from Chaotic Neural Networks

(2009) David Sussillo et al.   NEURON