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 house equipment, with a number functions in neural and scientific info. complex and state of the art examine issues are precise, together with themes in nation 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 functions in neural and medical info, even if this can be characterising time sequence facts 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 reviews of neuroscience experiments and scientific info units, and written by means of specialist authors from around the box, this is often an incredible source for a person 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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