Wavelets in Neuroscience, Alexander E. Hramov; Alexey A. Koronovskii; Valeri

Автор: Velho Luiz
Название: From Fourier Analysis to Wavelets
ISBN: 3319220748 ISBN-13(EAN): 9783319220741
Издательство: Springer
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Описание: The fundamental aspects of multiresolution representation, and its importance to function discretization and to the construction of wavelets is also discussed.Emphasis is given on ideas and intuition, avoiding the heavy computations which are usually involved in the study of wavelets.

Автор: Pedro A. Morettin; Alu?sio Pinheiro; Brani Vidakov
Название: Wavelets in Functional Data Analysis
ISBN: 3319596225 ISBN-13(EAN): 9783319596228
Издательство: Springer
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Описание: This book presents wavelets in functional data analysis, offering a glimpse of problems in which they can be applied, including tumor analysis, functional magnetic resonance and meteorological data.

Автор: Alexander E. Hramov; Alexey A. Koronovskii; Valeri
Название: Wavelets in Neuroscience
ISBN: 3662438496 ISBN-13(EAN): 9783662438497
Издательство: Springer
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Цена: 13275.00 р.
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Описание:

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 graduat

Автор: J.S. Byrnes; Kathryn A. Hargreaves; Karl Berry
Название: Wavelets and Their Applications
ISBN: 9401044481 ISBN-13(EAN): 9789401044486
Издательство: Springer
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Цена: 41925.00 р.
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Описание: Proceedings of the NATO Advanced Study Institute, Il Ciocco, Italy, 16--29 August 1992

Автор: Sankar Basu; Bernard C. Levy
Название: Multidimensional Filter Banks and Wavelets
ISBN: 1441951717 ISBN-13(EAN): 9781441951717
Издательство: Springer
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Цена: 23058.00 р.
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Описание: Multidimensional Filter Banks and Wavelets: Reserach Developments and Applications brings together in one place important contributions and up-to-date research results in this important area.

Автор: Agostino Abbate; Casimer DeCusatis; Pankaj K. Das
Название: Wavelets and Subbands
ISBN: 1461266181 ISBN-13(EAN): 9781461266181
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book presents connections between the different aspects of wavelet and subband theory.

Автор: A.A. Petrosian; F.G. Meyer
Название: Wavelets in Signal and Image Analysis
ISBN: 9048158389 ISBN-13(EAN): 9789048158386
Издательство: Springer
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Цена: 16977.00 р.
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Описание: Despite their novelty, wavelets have a tremendous impact on a number of modern scientific disciplines, particularly on signal and image analysis.

Автор: Sankar Basu; Bernard C. Levy
Название: Multidimensional Filter Banks and Wavelets
ISBN: 1441951636 ISBN-13(EAN): 9781441951632
Издательство: Springer
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Цена: 23053.00 р.
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Описание: Multidimensional Filter Banks and Wavelets: Basic Theory and Cosine Modulated Filter Banks brings together in one place important contributions and up-to-date reserach results in this important area.

Автор: Bin Han
Название: Framelets and Wavelets
ISBN: 3319685295 ISBN-13(EAN): 9783319685298
Издательство: Springer
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Цена: 13974.00 р.
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Описание:

Marking a distinct departure from the perspectives of frame theory and discrete transforms, this book provides a comprehensive mathematical and algorithmic introduction to wavelet theory. As such, it can be used as either a textbook or reference guide.

As a textbook for graduate mathematics students and beginning researchers, it offers detailed information on the basic theory of framelets and wavelets, complemented by self-contained elementary proofs, illustrative examples/figures, and supplementary exercises.