Analyzing Neural Time Series Data: Theory and Practice by Mike X Cohen PDF

By Mike X Cohen

ISBN-10: 0262019876

ISBN-13: 9780262019873

This ebook deals a finished 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 power (LFP) recordings from people and nonhuman animals. it's the simply e-book at the subject that covers either the theoretical history and the implementation in language that may be understood by way of readers with out huge formal education in arithmetic, together with cognitive scientists, neuroscientists, and psychologists. Readers who wade through the booklet bankruptcy by way of bankruptcy and enforce the examples in Matlab will increase an realizing of why and the way analyses are played, the best way to interpret effects, what the methodological concerns are, and the way to accomplish single-subject-level and group-level analyses. Researchers who're accustomed to utilizing automatic courses to accomplish complex analyses will examine what occurs once they click on the "analyze now" button. The e-book presents pattern info and downloadable Matlab code. all the 38 chapters covers one research subject, and those themes development from basic to complex. so much chapters finish with routines that additional strengthen the fabric lined within the bankruptcy. a number of the tools offered (including convolution, the Fourier remodel, and Euler's formulation) are primary and shape the foundation for different complex facts research tools. Readers who grasp the tools within the ebook could be ready to benefit 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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