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Wavelets in Neuroscience (Springer Series in Synergetics) - Hardcover

 
9783030759919: Wavelets in Neuroscience (Springer Series in Synergetics)

Synopsis

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.



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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 this title" may belong to another edition of this title.

  • PublisherSpringer
  • Publication date2021
  • ISBN 10 3030759911
  • ISBN 13 9783030759919
  • BindingHardcover
  • LanguageEnglish
  • Edition number2
  • Number of pages400

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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Illustrates how the wavelet transform provides new insights into the complex behavior of neural systems&nbspIncludes the latest topics relevant for a broad audience working in experimental and computational neuroscienceFeatures a self-cont. Seller Inventory # 463820500

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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 400 pp. Englisch. Seller Inventory # 9783030759919

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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Seller Inventory # 9783030759919

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Buch. Condition: Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 400 pp. Englisch. Seller Inventory # 9783030759919

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