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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Humble, James, Denham, Susan, Wennekers, Thomas
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Frontiers Media S.A. 2012
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC3467690/
https://ncbi.nlm.nih.gov/pubmed/23087641
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2012.00084
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