Jacob's Book Garden

adnqbfoyaeiznjbx – Read and download Mike X Cohen’s book Analyzing Neural Time Series Data : Theory and Practice in PDF, EPub, Mobi, Kindle online. Book Analyzing Neural Time Series Data : Theory and Practice by Mike X Cohen

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

Summary: A comprehensive guide to the conceptual, mathematical, and implementational aspects of analyzing electrical brain signals, including data from MEG, EEG, and LFP recordings. This book offers a comprehensive guide to the theory and practice of analyzing electrical brain signals. It explains the conceptual, mathematical, and implementational (via Matlab programming) aspects of time-, time-frequency- and synchronization-based analyses of magnetoencephalography (MEG), electroencephalography (EEG), and local field potential (LFP) recordings from humans and nonhuman animals. It is the only book on the topic that covers both the theoretical background and the implementation in language that can be understood by readers without extensive formal training in mathematics, including cognitive scientists, neuroscientists, and psychologists. Readers who go through the book chapter by chapter and implement the examples in Matlab will develop an understanding of why and how analyses are performed, how to interpret results, what the methodological issues are, and how to perform single-subject-level and group-level analyses. Researchers who are familiar with using automated programs to perform advanced analyses will learn what happens when they click the “analyze now” button. The book provides sample data and downloadable Matlab code. Each of the 38 chapters covers one analysis topic, and these topics progress from simple to advanced. Most chapters conclude with exercises that further develop the material covered in the chapter. Many of the methods presented (including convolution, the Fourier transform, and Euler’s formula) are fundamental and form the groundwork for other advanced data analysis methods. Readers who master the methods in the book will be well prepared to learn other approaches. show more

See other books similar to Analyzing Neural Time Series Data : Theory and Practice by Mike X Cohen pdf:

An Introduction to the Event-Related Potential Technique, MATLAB for Brain and Cognitive Scientists, Rhythms of the Brain, MATLAB for Neuroscientists, Electric Fields of the Brain, Neural Data Science, Theoretical Neuroscience, An Introduction to Categorical Data Analysis, An Introduction to Statistical Learning, The Archaeology of Mind, Principles of Neural Science, The Brain from Inside Out, Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques, Reinforcement Learning, Practical Time Series Analysis, Fundamentals of Brain Network Analysis, Brain Signals, Case Studies in Neural Data Analysis, Principles of Neural Information Theory, Principles of Neural Design

Product details Format Hardback | 600 pages Dimensions 203 x 229 x 32mm | 1,261g Publication date 17 Jan 2014 Publisher MIT Press Ltd Imprint MIT Press Publication City/Country Cambridge, United States Language English Illustrations note 243 b&w illus., 28 color plates; 271 Illustrations, unspecified ISBN10 0262019876 ISBN13 9780262019873 Bestsellers rank 93,569

This is an advanced text for the one- or two-semester course in analysis taught primarily to math, science, computer science, and electrical engineering majors at the junior, senior or graduate level. This book is designed for the biomedical ethics course as a core introduction to biomedical issues in the context of ethical theory. This up-to-date Sixth Edition reviews the basic concepts, research methodologies, and the “state-of-the-art” scientific understanding of each of the major endocrine systems, in examples designed specifically for premedical and related professional courses. While other texts cut photos, illustrations, and boxed material from their WRG books, this essentials version is a completely rewritten text by the authors of “Contemporary World Regional Geography, 3e”. Students achieve success using this text as a result of the author’s applied and real-world orientation to concepts, problem-solving approach, straight forward and concise writing style, and comprehensive exercise sets. Overview: Price/Haddock/Farina has been a long-time market leader because of its readability and relevance. *The authors provide in-depth coverage of databases from the point of view of the database designer, user, and application programmer, leaving implementation for later courses. This title inlcludes lower level, but with the same “traditonal” every day examples that students identify with and that makes Cimbala/Cengel’s approach unique. * More than 400 color photographs and diagrams * Extensive cross-referencing for ease of use in the field * Examples from more than 30 countries * Focus on economic applications Analyzing Neural Time Series Data : Theory and Practice by Mike X Cohen Suitable for either one or two semester college algebra with trigonometry or precalculus courses, “Precalculus” introduces a unit circle approach to trigonometry and includes a chapter on limits to provide students with a solid foundation for calculus concepts. This collection of 155 musical scores from more than 50 composers is intended for music theory (freshman/sophomore) and analysis (junior or senior) courses required of music majors. The text uses clear definitions, concrete examples, active learning tasks and a conversational writing style that easily engages readers by addressing them directly. Instructors and students can now access their course content through the Connect digital learning platform by purchasing either standalone Connect access or a bundle of print and Connect access. Theyve brought together best practices like highlighting Common Mistakes, offering frequent Stop-and-Go Review Problems, integrating the course with a running Continuing Problem, demonstrating the relevance of the course to non-majors with a Career Corner, and communicating it all in a student-friendly Conversational Writing Style. “Office 2010: A Case Approach” offers running case study throughout the text to help students understand the material in a consistent, relevant environment. The primary purpose of this text is to provide introductory geology students – who have had little or no science background – with a better understanding and appreciation of geology. It provides practical examples of how to interface with peripherals using RS232, SPI, motor control, interrupts, wireless, and analog-to-digital conversion. Also other file formats may be included in this archive: pdf, epub, fb2, mobi