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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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Detalles Bibliográficos
Autores principales: Jarvis, Sarah, Rotter, Stefan, Egert, Ulrich
Formato: Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2914532/
https://www.ncbi.nlm.nih.gov/pubmed/20725523
http://dx.doi.org/10.3389/fninf.2010.00011