Wavelets in Neuroscience [E-Book] / by Alexander E. Hramov, Alexey A. Koronovskii, Valeri A. Makarov, Vladimir A. Maksimenko, Alexey N. Pavlov, Evgenia Sitnikova.
This book illustrates how modern mathematical wavelet transform techniques offer fresh insights into the complex behavior of neural systems at different levels: from the microscopic dynamics of individual cells to the macroscopic behavior of large neural networks. It also demonstrates how and where...
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Full text |
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Personal Name(s): | Hramov, Alexander E., author |
Koronovskii, Alexey A., author / Makarov, Valeri A., author / Maksimenko, Vladimir A., author / Pavlov, Alexey N., author / Sitnikova, Evgenia, author | |
Edition: |
2nd edition 2021. |
Imprint: |
Cham :
Springer,
2021
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Physical Description: |
XVI, 384 pages 174 illustrations, 69 illustrations in color (online resource) |
Note: |
englisch |
ISBN: |
9783030759926 |
DOI: |
10.1007/978-3-030-75992-6 |
Series Title: |
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Springer Series in Synergetics
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Subject (ZB): | |
Subject (LOC): | |
Classification: |
- Mathematical Methods of Signal Processing in Neuroscience
- Brief Tour of Wavelet Theory
- Analysis of Single Neuron Recordings
- Classification of Neuronal Spikes from Extracellular Recordings
- Analysis of Gamma-Waves in Multielectrode LFP Recordings
- Wavelet Approach to the Study of Rhythmic Neuronal Activity
- Wavelet-based Approach to Epilepsy
- Analysis of Visual Sensory Processing in the Brain and Brain-Computer Interfaces for Human Attention Control
- Analysis and Real-Time Classication of Motor-related EEG and MEG Patterns
- Conclusion.