New PDF release: Analyzing Neural Time Series Data: Theory and Practice

By Mike X Cohen

ISBN-10: 0262019876

ISBN-13: 9780262019873

This booklet bargains a complete advisor to the speculation and perform of interpreting electric mind signs. It explains the conceptual, mathematical, and implementational (via Matlab programming) facets of time-, time-frequency- and synchronization-based analyses of magnetoencephalography (MEG), electroencephalography (EEG), and native box capability (LFP) recordings from people and nonhuman animals. it's the merely e-book at the subject that covers either the theoretical heritage and the implementation in language that may be understood by way of readers with out broad formal education in arithmetic, together with cognitive scientists, neuroscientists, and psychologists. Readers who struggle through the booklet bankruptcy via bankruptcy and enforce the examples in Matlab will enhance an realizing of why and the way analyses are played, the way to interpret effects, what the methodological matters are, and the way to accomplish single-subject-level and group-level analyses. Researchers who're acquainted with utilizing computerized courses to accomplish complicated analyses will research what occurs once they click on the "analyze now" button. The e-book presents pattern information and downloadable Matlab code. all the 38 chapters covers one research subject, and those issues development from easy to complex. so much chapters finish with workouts that additional enhance the cloth coated within the bankruptcy. the various tools awarded (including convolution, the Fourier remodel, and Euler's formulation) are primary and shape the foundation for different complex info research equipment. Readers who grasp the tools within the ebook might be prepared to profit different approaches.

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Analyzing Neural Time Series Data: Theory and Practice (Issues in Clinical and Cognitive Neuropsychology) by Mike X Cohen

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