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

By Zhe Chen

ISBN-10: 1107079195

ISBN-13: 9781107079199

This authoritative paintings offers an in-depth therapy of country house equipment, with a variety of functions in neural and medical facts. complex and cutting-edge learn themes are distinctive, together with subject matters in country house analyses, greatest chance equipment, variational Bayes, sequential Monte Carlo, Markov chain Monte Carlo, nonparametric Bayesian, and deep studying equipment. info are supplied on useful functions in neural and scientific facts, no matter 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 experiences of neuroscience experiments and medical information units, and written by way of specialist authors from around the box, this can be a terrific source for someone operating in neuroscience and physiological information analysis.

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

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