Wavelets in Neuroscience

• Main Authors: Hramov, Alexander E. (Author), Koronovskii, Alexey A. (Author), Makarov, Valeri A. (Author), Pavlov, Alexey N. (Author), Sitnikova, Evgenia (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
• Series: Springer Series in Synergetics,
• Subjects: Physics.; Systems biology.; Neurobiology.; Biomathematics.; Statistical physics.; Nonlinear Dynamics.; Physiological, Cellular and Medical Topics.; Complex Networks.; Signal, Image and Speech Processing.; Systems Biology.

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 o...

Table of Contents:

• MathematicalMethods of Signal Processing in Neuroscience
• Brief Tour of Wavelet Theory
• Analysis of Single Neuron Recordings
• Classification of Neuronal Spikes from Extracellular Recordings
• Wavelet Approach to the Study of Rhythmic Neuronal Activity
• Time–Frequency Analysis of EEG: From Theory to Practice
• Automatic Diagnostics and Processing of EEG
• Conclusion
• Index.