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Advanced State Space Methods for Neural and Clinical Data

From Cambridge University Press




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 | #3751176 in Books |  2015-11-28 | Original language:English | PDF # 1 |  9.72 x.91 x6.85l,.0 | File type: PDF | 394 pages

||About the Author|Zhe Chen is Assistant Professor at the New York University School of Medicine, having previously worked at the RIKEN Brain Science Institute, Harvard Medical School, and Massachusetts Institute of Technology. He is a Senior Member of the Institu

This authoritative work provides an in-depth treatment of state space methods, with a range of applications in neural and clinical data. Advanced and state-of-the-art research topics are detailed, including topics in state space analyses, maximum likelihood methods, variational Bayes, sequential Monte Carlo, Markov chain Monte Carlo, nonparametric Bayesian, and deep learning methods. Details are provided on practical applications in neural and clinical data, whether this...

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