Description: Observed Brain Dynamics, Hardcover by Mitra, Partha; Bokil, Hemant, ISBN 0195178084, ISBN-13 9780195178081, Like New Used, Free shipping in the US 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 optical imaging 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 developing the subject and in its pedagogical exposition, the current volume addresses the need for a textbook in this interdisciplinary area. Th 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 statistical knowledge 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 th 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 different theoretical accounts in neuroscience. The second part is the longest in th, 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 ), and the fourth part contains special topics.
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Book Title: Observed Brain Dynamics
Number of Pages: 528 Pages
Language: English
Publication Name: Observed Brain Dynamics
Publisher: Oxford University Press, Incorporated
Item Height: 0.9 in
Publication Year: 2007
Subject: Neurology, Neuroscience, Life Sciences / Neuroscience
Type: Textbook
Item Weight: 22.7 Oz
Item Length: 6.3 in
Subject Area: Science, Medical
Author: Hemant Bokil, Partha Mitra
Item Width: 9.3 in
Format: Hardcover
