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Springer Series in Synergetics

Wavelets in Neuroscience

Authors: Hramov, A.E., Koronovskii, A.A., Makarov, V.A., Maksimenko, V., Pavlov, A.N., Sitnikova, E.

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  • Illustrates how the wavelet transform provides new insights into the complex behavior of neural systems
  • Includes the latest topics relevant for a broad audience working in experimental and computational neuroscience
  • Features a self-contained introduction and review of an emerging topic
  • Suitable as graduate-level text for non-specialists and students
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eBook 117,69 €
price for Spain (gross)
  • ISBN 978-3-030-75992-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
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  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Spain (gross)
  • ISBN 978-3-030-75991-9
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  • Covid-19 shipping restrictions
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About this book

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 wavelet-based mathematical tools can provide an advantage over classical approaches used in neuroscience. The authors well describe single neuron and populational neural recordings.

This 2nd edition discusses novel areas and significant advances resulting from experimental techniques and computational approaches developed since 2015, and includes three new topics:

• Detection of fEPSPs in multielectrode LFPs recordings.

• Analysis of Visual Sensory Processing in the Brain and BCI for Human Attention Control;

• Analysis and Real-time Classification of Motor-related EEG Patterns;

The book is a valuable resource for neurophysiologists and physicists familiar with nonlinear dynamical systems and data processing, as well as for graduate students specializing in these and related areas.



About the authors

Table of contents (10 chapters)

Table of contents (10 chapters)

Buy this book

eBook 117,69 €
price for Spain (gross)
  • ISBN 978-3-030-75992-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Spain (gross)
  • ISBN 978-3-030-75991-9
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Wavelets in Neuroscience
Authors
Series Title
Springer Series in Synergetics
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
eBook ISBN
978-3-030-75992-6
DOI
10.1007/978-3-030-75992-6
Hardcover ISBN
978-3-030-75991-9
Series ISSN
0172-7389
Edition Number
2
Number of Pages
XVI, 384
Number of Illustrations
105 b/w illustrations, 69 illustrations in colour
Topics