Extended liquid state machines for speech recognition

A liquid state machine (LSM) is a biologically plausible model of a cortical microcircuit. It exists of a random, sparse reservoir of recurrently connected spiking neurons with fixed synapses and a trainable readout layer. The LSM exhibits low training complexity and enables backpropagation-free lea...

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Detalles Bibliográficos
Autores principales: Deckers, Lucas, Tsang, Ing Jyh, Van Leekwijck, Werner, Latré, Steven
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9651956/
https://www.ncbi.nlm.nih.gov/pubmed/36389242
http://dx.doi.org/10.3389/fnins.2022.1023470

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9651956/
https://www.ncbi.nlm.nih.gov/pubmed/36389242
http://dx.doi.org/10.3389/fnins.2022.1023470

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