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Advanced State Space Methods for Neural and Clinical Data - download pdf or read online

By Zhe Chen

ISBN-10: 1107079195

ISBN-13: 9781107079199

This authoritative paintings presents an in-depth therapy of nation area tools, with various purposes in neural and scientific information. complex and cutting-edge examine issues are precise, together with themes in nation house analyses, greatest chance tools, variational Bayes, sequential Monte Carlo, Markov chain Monte Carlo, nonparametric Bayesian, and deep studying tools. information are supplied on functional purposes in neural and medical facts, no matter if this can be characterising time sequence info from neural spike trains recorded from the rat hippocampus, the primate motor cortex, or the human EEG, MEG or fMRI, or physiological measurements of heartbeats or blood pressures. With real-world case stories of neuroscience experiments and scientific info units, and written through specialist authors from around the box, this can be an amazing source for an individual operating in neuroscience and physiological info analysis.

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Advanced State Space Methods for Neural and Clinical Data by Zhe Chen

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