Dynamics of Neural Networks : A Mathematical and Clinical Approach

Language: English

Published by Springer Vieweg, 2020

3662611821 / 9783662611821

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - This book treats essentials from neurophysiology (Hodgkin-Huxley equations, synaptic transmission, prototype networks of neurons) and related mathematical concepts (dimensionality reductions, equilibria, bifurcations, limit cycles and phase plane analysis). This is subsequently applied in a clinical context, focusing on EEG generation, ischaemia, epilepsy and neurostimulation.The book is based on a graduate course taught by clinicians and mathematicians at the Institute of Technical Medicine at the University of Twente. Throughout the text, the author presents examples of neurological disorders in relation to applied mathematics to assist in disclosing various fundamental properties of the clinical reality at hand. Exercises are provided at the end of each chapter; answers are included.Basic knowledge of calculus, linear algebra, differential equations and familiarity with MATLAB or Python is assumed. Also, students should have some understanding of essentials of (clinical) neurophysiology, although most concepts are summarized in the first chapters. The audience includes advanced undergraduate or graduate students in Biomedical Engineering, Technical Medicine and Biology. Applied mathematicians may find pleasure in learning about the neurophysiology and clinic essentials applications. In addition, clinicians with an interest in dynamics of neural networks may find this book useful, too.

Seller Inventory # 9783662611821

Title
Dynamics of Neural Networks : A Mathematical and Clinical Approach
Author
Michel J. A. M. van Putten
Publisher
Springer Vieweg
Publication year
2020
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3662611821
ISBN 13
9783662611821
Item weight
588 grams
Dimensions
241x160x21 mm

AHA-BUCH GmbH

Einbeck, Germany

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