Multifunctionality in a reservoir computer

DOI10.1063/5.0019974zbMath1458.92006arXiv2008.06348OpenAlexW3049365137MaRDI QIDQ4983664

Andrew Flynn, Andreas Amann, Vassilios A. Tsachouridis

Publication date: 26 April 2021

Published in: Chaos: An Interdisciplinary Journal of Nonlinear Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2008.06348

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Neural biology (92C20) Neural networks for/in biological studies, artificial life and related topics (92B20) Computational methods for problems pertaining to biology (92-08)

Related Items (1)

Symmetry kills the square in a multifunctional reservoir computer

Uses Software

• AUTO-07P
• Unnamed Item

Cites Work

• Reservoir computing approaches to recurrent neural network training
• Control of multistability
• Chaotic attractors in delayed neural networks
• Controlling chaotic systems with multiple strange attractors
• An experimental unification of reservoir computing methods
• Analysis of a new three-dimensional system with multiple chaotic attractors
• DEVELOPMENT OF THERAPEUTIC BRAIN STIMULATION TECHNIQUES WITH METHODS FROM NONLINEAR DYNAMICS AND STATISTICAL PHYSICS
• Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations
• Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data
• Deterministic Nonperiodic Flow

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