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A Theory of Loop Formation and Elimination by Spike Timing-Dependent Plasticity

We show that the local spike timing-dependent plasticity (STDP) rule has the effect of regulating the trans-synaptic weights of loops of any length within a simulated network of neurons. We show that depending on STDP's polarity, functional loops are formed or eliminated in networks driven to n...

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Detalles Bibliográficos
Autores principales: Kozloski, James, Cecchi, Guillermo A.
Formato: Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2856591/
https://www.ncbi.nlm.nih.gov/pubmed/20407633
http://dx.doi.org/10.3389/fncir.2010.00007