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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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Autors principals: Jarvis, Sarah, Rotter, Stefan, Egert, Ulrich
Format: Artigo
Idioma:Inglês
Publicat: Frontiers Research Foundation 2010
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Accés en línia: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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