On the characteristics and structures of dynamical systems suitable for reservoir computing

DOI10.1007/978-981-13-1687-6_5zbMath1482.68201OpenAlexW3187610698MaRDI QIDQ2231904

Masanobu Inubushi, Yuto Nagasawa, Yoshiaki Ikeda, Kazuyuki Yoshimura

Publication date: 30 September 2021

Full work available at URL: https://doi.org/10.1007/978-981-13-1687-6_5

zbMATH Keywords

common-signal-induced synchronizationmemory-nonlinearity trade-off

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Applications of dynamical systems (37N99) Networks and circuits as models of computation; circuit complexity (68Q06)

Related Items (1)

Synchronization of reservoir computing models via a nonlinear controller

Cites Work

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• Multimodal optimization by means of evolutionary algorithms
• Assessing Basin Identification Methods for Locating Multiple Optima
• Introduction to Information Retrieval
• Evolutionary optimization of low-discrepancy sequences

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