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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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Detalhes bibliográficos
Main Authors: Zenke, Friedemann, Hennequin, Guillaume, Gerstner, Wulfram
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3828150/
https://ncbi.nlm.nih.gov/pubmed/24244138
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1003330
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