Advanced State Space Methods for Neural and Clinical Data
This authoritative work provides an in-depth treatment of state space methods, with a range of applications in neural and clinical data. Advanced and state-of-the-art research topics are detailed, including topics in state space analyses, maximum likelihood methods, variational Bayes, sequential Monte Carlo, Markov chain Monte Carlo, nonparametric Bayesian, and deep learning methods. Details are provided on practical applications in neural and clinical data, whether this is characterising time series data from neural spike trains recorded from the rat hippocampus, the primate motor cortex, or the human EEG, MEG or fMRI, or physiological measu…
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Produktdetails
- ISBN: 978-1-316-34921-2
- EAN: 9781316349212
- Produktnummer: 24244974
- Verlag: Cambridge University Press
- Sprache: Englisch
- Erscheinungsjahr: 2015
- Seitenangabe: 0 S.
- Plattform: EPUB
- Masse: 11'915 KB
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