The Resource Wavelets in neuroscience, Alesander E. Hramov [and others]

Wavelets in neuroscience, Alesander E. Hramov [and others]

Label
Wavelets in neuroscience
Title
Wavelets in neuroscience
Statement of responsibility
Alesander E. Hramov [and others]
Contributor
Author
Subject
Genre
Language
eng
Summary
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). Lastly, the technical details of automatic diagnostics and processing of EEG signals using wavelets are examined (chapter 7). The book will be a useful resource for neurophysiologists and physicists familiar with nonlinear dynamical systems and data processing, as well as for graduate students specializing in the corresponding areas
Member of
Cataloging source
N$T
Dewey number
515.2433
Illustrations
illustrations
Index
index present
LC call number
QA403.3
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Hramov, Alesander E.
Series statement
  • Springer series in synergetics
  • Springer complexity
http://library.link/vocab/subjectName
  • Wavelets (Mathematics)
  • Neurosciences
  • MATHEMATICS
  • MATHEMATICS
  • Neurosciences
  • Wavelets (Mathematics)
  • Physics
  • Nonlinear Dynamics
  • Physiological, Cellular and Medical Topics
  • Neurobiology
  • Complex Networks
  • Signal, Image and Speech Processing
  • Systems Biology
  • Applied mathematics
  • Neurosciences
  • Mathematical physics
  • Imaging systems & technology
  • Life sciences: general issues
  • Nonlinear science
Label
Wavelets in neuroscience, Alesander E. Hramov [and others]
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-662-43850-3
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
MathematicalMethods of Signal Processing in Neuroscience -- Brief Tour of Wavelet Theory -- Analysis of Single Neuron Recordings -- Classification of Neuronal Spikes from Extracellular Recordings -- Wavelet Approach to the Study of Rhythmic Neuronal Activity -- Time-Frequency Analysis of EEG: From Theory to Practice -- Automatic Diagnostics and Processing of EEG -- Conclusion -- Index
Dimensions
unknown
Extent
1 online resource (xvi, 318 pages)
File format
unknown
Form of item
online
Isbn
9783662438503
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-662-43850-3
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)887198871
  • (OCoLC)ocn887198871
Label
Wavelets in neuroscience, Alesander E. Hramov [and others]
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-662-43850-3
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
MathematicalMethods of Signal Processing in Neuroscience -- Brief Tour of Wavelet Theory -- Analysis of Single Neuron Recordings -- Classification of Neuronal Spikes from Extracellular Recordings -- Wavelet Approach to the Study of Rhythmic Neuronal Activity -- Time-Frequency Analysis of EEG: From Theory to Practice -- Automatic Diagnostics and Processing of EEG -- Conclusion -- Index
Dimensions
unknown
Extent
1 online resource (xvi, 318 pages)
File format
unknown
Form of item
online
Isbn
9783662438503
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-662-43850-3
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)887198871
  • (OCoLC)ocn887198871

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