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

By Zhe Chen

This authoritative paintings presents an in-depth therapy of nation area tools, with a variety of purposes in neural and scientific info. complicated and state of the art examine themes are targeted, together with issues in nation house analyses, greatest chance tools, variational Bayes, sequential Monte Carlo, Markov chain Monte Carlo, nonparametric Bayesian, and deep studying equipment. info are supplied on useful functions 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 experiences of neuroscience experiments and medical facts units, and written by way of professional authors from around the box, this is often an excellent source for a person operating in neuroscience and physiological info analysis.

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