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Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI

A major tenet in theoretical neuroscience is that cognitive and behavioral processes are ultimately implemented in terms of the neural system dynamics. Accordingly, a major aim for the analysis of neurophysiological measurements should lie in the identification of the computational dynamics underlyi...

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Bibliographische Detailangaben
Veröffentlicht in:PLoS Comput Biol
Hauptverfasser: Koppe, Georgia, Toutounji, Hazem, Kirsch, Peter, Lis, Stefanie, Durstewitz, Daniel
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2019
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6719895/
https://ncbi.nlm.nih.gov/pubmed/31433810
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1007263
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