Reservoir computing with a single delay-coupled non-linear mechanical oscillator

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

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon et al.   NATURE

Computing with networks of nonlinear mechanical oscillators

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

Reservoir computing using dynamic memristors for temporal information processing

(2017) Chao Du et al.   Nature Communications

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

(2017) Laurent Larger et al.   Physical Review X

Using nonlinear jumps to estimate cubic stiffness nonlinearity: An experimental study

(2016) Bin Tang et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

Compact heterodyne NEMS oscillator for sensing applications

(2016) Marc Sansa et al.   SOLID-STATE ELECTRONICS

Design and Analysis of a Neuromemristive Reservoir Computing Architecture for Biosignal Processing

(2016) Dhireesha Kudithipudi et al.   Frontiers in Neuroscience

Fully analogue photonic reservoir computer

(2016) François Duport et al.   Scientific Reports

Digital Implementation of a Single Dynamical Node Reservoir Computer

(2015) Miquel L. Alomar et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Deep learning

(2015) Yann LeCun et al.   NATURE

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

Experimental demonstration of reservoir computing on a silicon photonics chip

(2014) Kristof Vandoorne et al.   Nature Communications

Constructing optimized binary masks for reservoir computing with delay systems

(2014) Lennert Appeltant et al.   Scientific Reports

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

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