| 书目名称 | Wavelets in Neuroscience |
| 编辑 | Alexander E. Hramov,Alexey A. Koronovskii,Evgenia |
| 视频video | |
| 概述 | Authored by leading researchers in the field.Self-contained introduction and review of an emerging topic.Suitable as graduate-level text for non-specialists and students |
| 丛书名称 | Springer Series in Synergetics |
| 图书封面 |  |
| 描述 | .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 over the last decade..Chapters 1 and 2 introduce and review the relevant foundations of neurophysics and wavelet theory, respectively, pointing on one hand to the various current challenges in neuroscience and introducing on the other the mathematical techniques of the wavelet transform in its two variants (discrete and continuous) as a powerful and versatile tool for investigating the relevant neuronal dynamics..Chapter 3 then analyzes results from examining individual neuron dynamics and intracellular processes. The principles for recognizing neuronal spikes from extracellular recordings and the advantages of using wavelets to address these issues are described and combined with approaches based on wavelet neural networks (chapter 4). The features of time-frequency organization of EEG signals are then extensively discussed, from theory to practical applications (chapters 5 and 6). Last |
| 出版日期 | Book 2015 |
| 关键词 | Data Analysis in Neurophysics; Dynamical Systems in Neuroscience; Neurodynamics and Neurophysiology; Ne |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-662-43850-3 |
| isbn_softcover | 978-3-662-51078-0 |
| isbn_ebook | 978-3-662-43850-3Series ISSN 0172-7389 Series E-ISSN 2198-333X |
| issn_series | 0172-7389 |
| copyright | Springer-Verlag Berlin Heidelberg 2015 |
发表于 2025-3-21 19:51:20
