Observed Brain Dynamics

Hardcover | November 21, 2007

byPartha Mitra, Hemant Bokil

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The biomedical sciences have recently undergone revolutionary change, due to the ability to digitize and store large data sets. In neuroscience, the data sources include measurements of neural activity measured using electrode arrays, EEG and MEG, brain imaging data from PET, fMRI, and opticalimaging methods. Analysis, visualization, and management of these time series data sets is a growing field of research that has become increasingly important both for experimentalists and theorists interested in brain function. Written by investigators who have played an important role in developingthe subject and in its pedagogical exposition, the current volume addresses the need for a textbook in this interdisciplinary area. The book is written for a broad spectrum of readers ranging from physical scientists, mathematicians, and statisticians wishing to educate themselves about neuroscience, to biologists who would like to learn time series analysis methods in particular and refresh their mathematical and statisticalknowledge in general, through self-pedagogy. It may also be used as a supplement for a quantitative course in neurobiology or as a textbook for instruction on neural signal processing. The first part of the book contains a set of essays meant to provide conceptual background which are not technical and shall be generally accessible. Salient features include the adoption of an active perspective of the nervous system, an emphasis on function, and a brief survey of differenttheoretical accounts in neuroscience. The second part is the longest in the book, and contains a refresher course in mathematics and statistics leading up to time series analysis techniques. The third part contains applications of data analysis techniques to the range of data sources indicated above(also available as part of the Chronux data analysis platform from http://chronux.org), and the fourth part contains special topics.

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From the Publisher

The biomedical sciences have recently undergone revolutionary change, due to the ability to digitize and store large data sets. In neuroscience, the data sources include measurements of neural activity measured using electrode arrays, EEG and MEG, brain imaging data from PET, fMRI, and opticalimaging methods. Analysis, visualization, a...

Partha Mitra is a Professor at the Coldspring Harbor Laboratory in Cold Spring Harbor, NY.

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Format:HardcoverDimensions:528 pages, 6.3 × 9.29 × 0.91 inPublished:November 21, 2007Publisher:Oxford University PressLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0195178084

ISBN - 13:9780195178081

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"Well written and full of good illustrations and updated references. It should be readily accessible to behavioral neurologists, bioengineers, and biomathematicians."--Doody's