A substrate-independent framework to characterize reservoir computers

Magnetic Skyrmion as a Nonlinear Resistive Element: A Potential Building Block for Reservoir Computing

(2018) Diana Prychynenko et al.   Physical Review Applied

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

(2018) Guillaume Dion et al.   JOURNAL OF APPLIED PHYSICS

Neuromorphic computing with nanoscale spintronic oscillators

(2017) Jacob Torrejon et al.   NATURE

Reservoir computing using dynamic memristors for temporal information processing

(2017) Chao Du et al.   Nature Communications

Reservoir Computing with an Ensemble of Time-Delay Reservoirs

(2017) Silvia Ortín et al.   Cognitive Computation

Harnessing Disordered-Ensemble Quantum Dynamics for Machine Learning

(2017) Keisuke Fujii et al.   Physical Review Applied

Reservoir computing with a single time-delay autonomous Boolean node

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

Evolution-in-materio: solving computational problems using carbon nanotube–polymer composites

(2015) Maktuba Mohid et al.   SOFT COMPUTING

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

When does a physical system compute?

(2014) C. Horsman et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Nano-scale reservoir computing

(2013) Oliver Obst et al.   Nano Communication Networks

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 Capacity of Dynamical Systems

(2012) Joni Dambre et al.   Scientific Reports

Emergent Criticality in Complex Turing B-Type Atomic Switch Networks

(2011) Adam Z. Stieg et al.   ADVANCED MATERIALS

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

Abandoning Objectives: Evolution Through the Search for Novelty Alone

(2010) Joel Lehman et al.   EVOLUTIONARY COMPUTATION

Connectivity, Dynamics, and Memory in Reservoir Computing with Binary and Analog Neurons

(2009) Lars Büsing et al.   NEURAL COMPUTATION

Memory traces in dynamical systems

(2008) S. Ganguli et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA