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How single neuron properties shape chaotic dynamics and signal transmission in random neural networks

While most models of randomly connected neural networks assume single-neuron models with simple dynamics, neurons in the brain exhibit complex intrinsic dynamics over multiple timescales. We analyze how the dynamical properties of single neurons and recurrent connections interact to shape the effect...

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Detalles Bibliográficos
Autores principales: Muscinelli, Samuel P., Gerstner, Wulfram, Schwalger, Tilo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6586367/
https://www.ncbi.nlm.nih.gov/pubmed/31181063
http://dx.doi.org/10.1371/journal.pcbi.1007122