Guiding principle of reservoir computing based on “small-world” network

Abstract Reservoir computing is a computational framework of recurrent neural networks and is gaining attentions because of its drastically simplified training process. For a given task to solve, however, the methodology has not yet been established how to construct an optimal reservoir. While, “sma...

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Bibliographic Details
Main Author: Ken-ichi Kitayama
Format: Article
Language:English
Published: Nature Portfolio 2022-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-21235-y

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