On the stability and dynamics of stochastic spiking neuron models: Nonlinear Hawkes process and point process GLMs

Point process generalized linear models (PP-GLMs) provide an important statistical framework for modeling spiking activity in single-neurons and neuronal networks. Stochastic stability is essential when sampling from these models, as done in computational neuroscience to analyze statistical properti...

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Detalles Bibliográficos
Autores principales: Gerhard, Felipe, Deger, Moritz, Truccolo, Wilson
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5325182/
https://www.ncbi.nlm.nih.gov/pubmed/28234899
http://dx.doi.org/10.1371/journal.pcbi.1005390

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5325182/
https://www.ncbi.nlm.nih.gov/pubmed/28234899
http://dx.doi.org/10.1371/journal.pcbi.1005390

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