Reservoir-computing based associative memory and itinerancy for complex dynamical attractors

Traditional neural network models of associative memories were used to store and retrieve static patterns. We develop reservoir-computing based memories for complex dynamical attractors, under two common recalling scenarios in neuropsychology: location-addressable with an index channel and content-a...

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Bibliographic Details
Published in:	Nature communications Vol. 15; no. 1; pp. 4840 - 14
Main Authors:	Kong, Ling-Wei, Brewer, Gene A., Lai, Ying-Cheng
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 06.06.2024 Nature Publishing Group Nature Portfolio
Subjects:	639/705/1042 639/705/117 Associative memory Attractors (mathematics) Complex systems Computation Dynamical systems Humanities and Social Sciences multidisciplinary Neural networks Retrieval Science Science (multidisciplinary) Switching
ISSN:	2041-1723, 2041-1723
Online Access:	Get full text
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