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MCMC for Bayesian Uncertainty Quantification from Time-Series Data

In computational neuroscience, Neural Population Models (NPMs) are mechanistic models that describe brain physiology in a range of different states. Within computational neuroscience there is growing interest in the inverse problem of inferring NPM parameters from recordings such as the EEG (Electro...

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Detalhes bibliográficos
Publicado no:Computational Science – ICCS 2020
Main Authors: Maybank, Philip, Peltzer, Patrick, Naumann, Uwe, Bojak, Ingo
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7304777/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-50436-6_52
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