Analysis of Liquid Ensembles for Enhancing the Performance and Accuracy of Liquid State Machines

Liquid state machine (LSM), a bio-inspired computing model consisting of the input sparsely connected to a randomly interlinked reservoir (or liquid) of spiking neurons followed by a readout layer, finds utility in a range of applications varying from robot control and sequence generation to action,...

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Detalles Bibliográficos
Autores principales: Wijesinghe, Parami, Srinivasan, Gopalakrishnan, Panda, Priyadarshini, Roy, Kaushik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6546930/
https://www.ncbi.nlm.nih.gov/pubmed/31191219
http://dx.doi.org/10.3389/fnins.2019.00504

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6546930/
https://www.ncbi.nlm.nih.gov/pubmed/31191219
http://dx.doi.org/10.3389/fnins.2019.00504

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