Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach

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

(2017) Laurent Larger et al.   Physical Review X

Reservoir Computing Beyond Memory-Nonlinearity Trade-off

(2017) Masanobu Inubushi et al.   Scientific Reports

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Reservoir computing with a single time-delay autonomous Boolean node

(2015) Nicholas D. Haynes et al.   PHYSICAL REVIEW E

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

(2013) Daniel Brunner et al.   Nature Communications

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

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