Reservoir Computing with an Ensemble of Time-Delay Reservoirs

Fully analogue photonic reservoir computer

(2016) François Duport et al.   Scientific Reports

Novel Approach Using Echo State Networks for Microscopic Cellular Image Segmentation

(2015) Boudjelal Meftah et al.   Cognitive Computation

A Unified Framework for Reservoir Computing and Extreme Learning Machines based on a Single Time-delayed Neuron

(2015) S. Ortín et al.   Scientific Reports

Delay-Based Reservoir Computing: Noise Effects in a Combined Analog and Digital Implementation

(2015) Miguel C. Soriano et al.   IEEE Transactions on Neural Networks and Learning Systems

Effect of hybrid circle reservoir injected with wavelet-neurons on performance of echo state network

(2014) Hongyan Cui et al.   NEURAL NETWORKS

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

(2014) Lyudmila Grigoryeva et al.   NEURAL NETWORKS

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

(2013) Daniel Brunner et al.   Nature Communications

Real-time detection of epileptic seizures in animal models using reservoir computing

(2012) Pieter Buteneers et al.   EPILEPSY RESEARCH

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

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