Zhe Chen's Advanced State Space Methods for Neural and Clinical Data PDF

By Zhe Chen

ISBN-10: 1107079195

ISBN-13: 9781107079199

This authoritative paintings presents an in-depth therapy of kingdom area equipment, with a variety of purposes in neural and scientific information. complicated and state of the art study themes are distinct, together with themes in kingdom area analyses, greatest chance equipment, variational Bayes, sequential Monte Carlo, Markov chain Monte Carlo, nonparametric Bayesian, and deep studying tools. information are supplied on sensible purposes in neural and medical info, even if this is often characterising time sequence information 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 medical info units, and written through specialist authors from around the box, this is often an incredible source for a person 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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