Wavelets in Neuroscience

Alexander E Hramov author Alexey A Koronovskii author Valeri A Makarov author Alexey N Pavlov author Evgenia Sitnikova author Vladimir A Maksimenko author

Format:Paperback

Publisher:Springer Nature Switzerland AG

Published:18th Jun '22

Currently unavailable, and unfortunately no date known when it will be back

This paperback is available in another edition too:

Wavelets in Neuroscience cover

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.



ISBN: 9783030759940

Dimensions: unknown

Weight: 611g

384 pages

2nd ed. 2021