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Advanced State Space Methods for Neural and Clinical Data
Engelsk
Bogcover for Advanced State Space Methods for Neural and Clinical Data af , 9781107079199
Specifikationer
Sprog:
Engelsk
Sider:
394
ISBN-13:
9781107079199
Indbinding:
Hardback
ISBN-10:
1107079195
Kategori:
Udg. Dato:
15 okt 2015
Størrelse i cm:
18,0 x 25,2 x 2,2
Oplagsdato:
15 okt 2015

Advanced State Space Methods for Neural and Clinical Data

Engelsk
Hardback 2015
Format:

Bog beskrivelse
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 is characterising time series data 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 studies of neuroscience experiments and clinical data sets, and written by expert authors from across the field, this is an ideal resource for anyone working in neuroscience and physiological data analysis.
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Specifikationer
Sprog:
Engelsk
Sider:
394
ISBN-13:
9781107079199
Indbinding:
Hardback
ISBN-10:
1107079195
Kategori:
Udg. Dato:
15 okt 2015
Størrelse i cm:
18,0 x 25,2 x 2,2
Oplagsdato:
15 okt 2015
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