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Spatio-temporal pattern recognizers using spiking neurons and spike-timing-dependent plasticity

It has previously been shown that by using spike-timing-dependent plasticity (STDP), neurons can adapt to the beginning of a repeating spatio-temporal firing pattern in their input. In the present work, we demonstrate that this mechanism can be extended to train recognizers for longer spatio-tempora...

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Detalles Bibliográficos
Autores principales: Humble, James, Denham, Susan, Wennekers, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3467690/
https://www.ncbi.nlm.nih.gov/pubmed/23087641
http://dx.doi.org/10.3389/fncom.2012.00084