Description: Wavelets in Neuroscience, Paperback by Hramov, Alexander E.; Koronovskii, Alexey A.; Makarov, Valeri A.; Pavlov, Alexey N.; Sitnikova, Evgenia, ISBN 3662510782, ISBN-13 9783662510780, Brand New, Free shipping in the US This book examines theoretical and applied aspects of wavelet analysis in neurophysics, describing in detail different practical applications of the wavelet theory in the areas of neurodynamics and neurophysiology and providing a review of fundamental work that has been carried out in these fields over the last decade. Chapters 1 and 2 introduce and review the relevant foundations of neurophysics and wavelet theory, respectively, pointing on one hand to the various current challenges in neuroscience and introducing on the other the mathematical techniques of the wavelet transform in its two variants (discrete and continuous) as a powerful and versatile tool for investigating the relevant neuronal dynamics. Chapter 3 then analyzes results from examining individual neuron dynamics and intracellular processes. The principles for recognizing neuronal spikes from extracellular recordings and the advantages of using wavelets to address these issues are described and combined with approaches based on wavelet neural networks (chapter 4). The features of time-frequency organization of EEG signals are then extensively discussed, from theory to practical applications (chapters 5 and 6). Lastly, the technical details of automatic diagnostics and processing of EEG signals using wavelets are examined (chapter 7). Th will be a useful resource for neurophysiologists and physicists familiar with nonlinear dynamical systems and data processing, as well as for graduat e students specializing in the corresponding areas.
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Book Title: Wavelets in Neuroscience
Number of Pages: Xvi, 318 Pages
Publication Name: Wavelets in Neuroscience
Language: English
Publisher: Springer Berlin / Heidelberg
Publication Year: 2016
Subject: Life Sciences / Neuroscience, Physics / Optics & Light, Chaotic Behavior in Systems, Applied, Mathematical Analysis
Item Weight: 179.7 Oz
Type: Textbook
Author: Valeri A. Makarov, Evgenia Sitnikova, Alexander E. Hramov, Alexey N. Pavlov, Alexey A. Koronovskii
Subject Area: Mathematics, Science
Item Length: 9.3 in
Item Width: 6.1 in
Series: Springer Series in Synergetics Ser.
Format: Trade Paperback
