Title Computational neuroscience / [edited] by Wanpracha Chaovalitwongse, Panos M. Pardalos, Petros Xanthopoulos

Published New York : Springer, ©2010

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Description 1 online resource (xx, 369 pages) : illustrations (some color) Series Springer optimization and its applications, 1931-6828 ; v. 38 Springer optimization and its applications ; v. 38. Contents pt. 1. Data mining -- pt. 2. Modeling -- pt. 3. Brain dynamics/synchronization Summary The human brain is among the most complex systems known to mankind. Neuroscientists seek to understand brain function through detailed analysis of neuronal excitability and synaptic transmission. Only in the last few years has it become feasible to capture simultaneous responses from a large enough number of neurons to empirically test the theories of human brain function computationally. This book is comprised of state-of-the-art experiments and computational techniques that provide new insights and improve our understanding of the human brain. This volume includes contributions from diverse disciplines including electrical engineering, biomedical engineering, industrial engineering, and medicine, bridging a vital gap between the mathematical sciences and neuroscience research. Covering a wide range of research topics, this volume demonstrates how various methods from data mining, signal processing, optimization and cutting-edge medical techniques can be used to tackle the most challenging problems in modern neuroscience. The results presented in this book are of great interest and value to scientists, graduate students, researchers and medical practitioners interested in the most recent developments in computational neuroscience Bibliography Includes bibliographical references Notes English Print version record In Springer eBooks Subject Computational neuroscience. Biological models. Life sciences. Biology. Methodology. Neurosciences. Computational biology. Bioinformatics. Physical sciences. Mathematical models. Investigative Techniques Models, Biological Biological Science Disciplines Biology Models, Neurological Methods Neurosciences Computational Biology Natural Science Disciplines Models, Theoretical Analytical, Diagnostic and Therapeutic Techniques and Equipment Disciplines and Occupations biological sciences. biology. methodology. physical sciences. mathematical models. MEDICAL -- Neuroscience. PSYCHOLOGY -- Neuropsychology. Biología-Modelos matemáticos Informática-Aplicaciones en biología Physical sciences Neurosciences Methodology Mathematical models Life sciences Computational biology Biology Biological models Bioinformatics Computational neuroscience Form Electronic book Author Chaovalitwongse, W. Art Pardalos, P. M. (Panos M.), 1954- Xanthopoulos, Petros LC no. 2010920236 ISBN 9780387886305 0387886303 1282927930 9781282927933 9786612927935 6612927933

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