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Extending Stability Through Hierarchical Clusters in Echo State Networks

Echo State Networks (ESN) are reservoir networks that satisfy well-established criteria for stability when constructed as feedforward networks. Recent evidence suggests that stability criteria are altered in the presence of reservoir substructures, such as clusters. Understanding how the reservoir a...

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Detalhes bibliográficos
Main Authors: Jarvis, Sarah, Rotter, Stefan, Egert, Ulrich
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Research Foundation 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2914532/
https://ncbi.nlm.nih.gov/pubmed/20725523
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fninf.2010.00011
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