Design and Analysis of a Neuromemristive Reservoir Computing Architecture for Biosignal Processing

Reservoir computing (RC) is gaining traction in several signal processing domains, owing to its non-linear stateful computation, spatiotemporal encoding, and reduced training complexity over recurrent neural networks (RNNs). Previous studies have shown the effectiveness of software-based RCs for a w...

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Detalles Bibliográficos
Autores principales: Kudithipudi, Dhireesha, Saleh, Qutaiba, Merkel, Cory, Thesing, James, Wysocki, Bryant
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4740959/
https://www.ncbi.nlm.nih.gov/pubmed/26869876
http://dx.doi.org/10.3389/fnins.2015.00502

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4740959/
https://www.ncbi.nlm.nih.gov/pubmed/26869876
http://dx.doi.org/10.3389/fnins.2015.00502

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