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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Auteurs principaux: Friedemann Zenke, Guillaume Hennequin, Wulfram Gerstner
Format: article
Langue:EN
Publié: Public Library of Science (PLoS) 2013
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Accès en ligne:https://doaj.org/article/aa4df9d0c81d4af8845bc30081660ec9
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