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Synaptic Plasticity in Neural Networks Needs Homeostasis with a Fast Rate Detector

Hebbian changes of excitatory synapses are driven by and further enhance correlations between pre- and postsynaptic activities. Hence, Hebbian plasticity forms a positive feedback loop that can lead to instability in simulated neural networks. To keep activity at healthy, low levels, plasticity must...

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Detalles Bibliográficos
Autores principales: Zenke, Friedemann, Hennequin, Guillaume, Gerstner, Wulfram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3828150/
https://www.ncbi.nlm.nih.gov/pubmed/24244138
http://dx.doi.org/10.1371/journal.pcbi.1003330