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Wavelets in Neuroscience

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...

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Bibliographic Details
Main Authors: Hramov, Alexander E., Koronovskii, Alexey A. (Author), Makarov, Valeri A. (Author), Pavlov, Alexey N. (Author)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2015, 2015
Edition:1st ed. 2015
Series:Springer Series in Synergetics
Subjects:
Neuroscience
Nonlinear Optics
Bioinformatics
Neurosciences
Computational And Systems Biology
Mathematical And Computational Biology
Biomathematics
Graph Theory
Signal, Speech And Image Processing
Signal Processing
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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

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