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

By Mike X Cohen

ISBN-10: 0262019876

ISBN-13: 9780262019873

This booklet deals a finished advisor to the idea and perform of interpreting electric mind indications. It explains the conceptual, mathematical, and implementational (via Matlab programming) elements 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 purely e-book at the subject that covers either the theoretical heritage and the implementation in language that may be understood by means of readers with no broad formal education in arithmetic, together with cognitive scientists, neuroscientists, and psychologists. Readers who struggle through the publication bankruptcy via bankruptcy and enforce the examples in Matlab will boost an knowing of why and the way analyses are played, how you can interpret effects, what the methodological concerns are, and the way to accomplish single-subject-level and group-level analyses. Researchers who're acquainted with utilizing automatic courses to accomplish complex analyses will study what occurs after they click on the "analyze now" button. The publication presents pattern facts and downloadable Matlab code. all of the 38 chapters covers one research subject, and those issues growth from easy to complex. so much chapters finish with workouts that extra increase the cloth lined within the bankruptcy. a few of the tools provided (including convolution, the Fourier rework, and Euler's formulation) are basic and shape the foundation for different complicated information research tools. Readers who grasp the tools within the ebook should be prepared 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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