Cargando…
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...
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 |
Ejemplares similares
-
Temporal Modulation of Spike-Timing-Dependent Plasticity
por: Froemke, Robert C., et al.
Publicado: (2010) -
Spike-Timing Dependent Plasticity Effect on the Temporal Patterning of Neural Synchronization
por: Zirkle, Joel, et al.
Publicado: (2020) -
Detection and Evaluation of Spatio-Temporal Spike Patterns in Massively Parallel Spike Train Data with SPADE
por: Quaglio, Pietro, et al.
Publicado: (2017) -
Inferring Synaptic Connectivity from Spatio-Temporal Spike Patterns
por: Van Bussel, Frank, et al.
Publicado: (2011) -
Synthesis of neural networks for spatio-temporal spike pattern recognition and processing
por: Tapson, Jonathan C., et al.
Publicado: (2013)