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A state space approach for piecewise-linear recurrent neural networks for identifying computational dynamics from neural measurements

The computational and cognitive properties of neural systems are often thought to be implemented in terms of their (stochastic) network dynamics. Hence, recovering the system dynamics from experimentally observed neuronal time series, like multiple single-unit recordings or neuroimaging data, is an...

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Vydáno v:PLoS Comput Biol
Hlavní autor: Durstewitz, Daniel
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2017
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5456035/
https://ncbi.nlm.nih.gov/pubmed/28574992
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1005542
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