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Written from the physicist's perspective, this book introduces computational neuroscience with in-depth contributions by system neuroscientists. The authors set forth a conceptual model for complex networks of neurons that incorporates important features of the brain. The computational implementation on supercomputers, discussed in detail, enables you to adapt the algorithm for your own research. Worked-out examples of applications are provided.
| ISBN | 354073158X | | Pages | 388 | | ISBN13 | 9783540731580
(What's this?) | | Volumes | 1 | | Publisher | Springer-Verlag Berlin and Heidelberg GmbH & Co. KG | | Weight (grammes) | 658 | | Imprint | Springer-Verlag Berlin and Heidelberg GmbH & Co. K | | Published in | Berlin | | Format | Hardback | | Series title | Understanding Complex Systems | | Publication date | 12 Dec 2007 | | Height (mm) | 235 | | Library of Congress | 2007932774 | | Width (mm) | 155 | | DEWEY | 612.822 | | Spine width (mm) | 20 | | DEWEY edition | DC21 | | Academic level | Undergraduate, Postgraduate, Professional / Scholarly |
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| Pt. I | | Neurophysiology | | | | 1 | | Foundations of Neurophysics by Peter beim Graben | | 3 | | 2 | | Synapses and Neurons: Basic Properties and Their Use in Recognizing Environmental Signals by Henry D. I. Abarbanel and Julie S. Haas and Sachin S. Talathi | | 49 | | Pt. II | | Complex Networks | | | | 3 | | Structural Characterization of Networks Using the Cat Cortex as an Example by Gorka Zamora-Lopez and Changsong Zhou and Jurgen Kurths | | 77 | | 4 | | Organization and Function of Complex Cortical Networks by Claus C. Hilgetag and Marcus Kaiser | | 107 | | 5 | | Synchronization Dynamics in Complex Networks by Changsong Zhou and Lucia Zemanova and Jurgen Kurths | | 135 | | 6 | | Synchronization Analysis of Neuronal Networks by Means of Recurrence Plots by Andre Bergner and Maria Carmen Romano and Jurgen Kurths and Marco Thiel | | 177 | | Pt. III | | Cognition and Higher Perception | | | | 7 | | Neural and Cognitive Modeling with Networks of Leaky Integrator Units by Peter beim Graben and Thomas Liebscher and Jurgen Kurths | | 195 | | 8 | | A Dynamic Model of the Macrocolumn by James J. Wright | | 225 | | Pt. IV | | Implementations | | | | 9 | | Building a Large-Scale Computational Model of a Cortical Neuronal Network by Lucia Zemanova and Changsong Zhou and Jurgen Kurths | | 251 | | 10 | | Maintaining Causality in Discrete Time Neuronal Network Simulations by Abigail Morrison and Markus Diesmann | | 267 | | 11 | | Sequential and Parallel Implementation of Networks by Werner von Bloh | | 279 | | Pt. V | | Applications | | | | 12 | | Parametric Studies on Networks of Morris-Lecar Neurons by Steffen Tietsche and Francesca Sapuppo and Petra Sinn | | 319 | | 13 | | Traversing Scales: Large Scale Simulation of the Cat Cortex Using Single Neuron Models by Martin Vejmelka and Ingo Frund and Ajay Pillai | | 331 | | | More... | | | | | | Index | | 369 |
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