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Graben, Peter beim

Lectures in Supercomputational Neurosciences

Graben, Peter beim - Lectures in Supercomputational Neurosciences, ebook

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ISBN: 9783540731597
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Table of contents

Part I. Neurophysiology

1. Foundations of Neurophysics
Peter beim Graben

2. Synapses and Neurons: Basic Properties and Their Use in Recognizing Environmental Signals
Henry D.I. Abarbanel, Julie S. Haas, Sachin S. Talathi

Part II. Complex Networks

3. Structural Characterization of Networks Using the Cat Cortex
as an Example
Gorka Zamora-López, Changsong Zhou, Jürgen Kurths

4. Organization and Function of Complex Cortical Networks
Claus C. Hilgetag, Marcus Kaiser

5. Synchronization Dynamics in Complex Networks
Changsong Zhou, Lucia Zemanová, Jürgen Kurths

6. Synchronization Analysis of Neuronal Networks by Means of Recurrence Plots
André Bergner, Maria Carmen Romano, Jürgen Kurths, Marco Thiel

Part III. Cognition and Higher Perception

7. Neural and Cognitive Modeling with Networks of Leaky Integrator Units
Peter beim Graben, Thomas Liebscher, Jürgen Kurths

8. A Dynamic Model of the Macrocolumn
James J. Wright

Part IV. Implementations

9. Building a Large-Scale Computational Model of a Cortical Neuronal Network
Lucia Zemanová, Changsong Zhou, Jürgen Kurths

10. Maintaining Causality in Discrete Time Neuronal Network Simulations
Abigail Morrison, Markus Diesmann

11. Sequential and Parallel Implementation of Networks
Werner von Bloh

Part V. Applications

12. Parametric Studies on Networks of Morris-Lecar Neurons
Steffen Tietsche, Francesca Sapuppo, Petra Sinn

13. Traversing Scales: Large Scale Simulation of the Cat Cortex
Using Single Neuron Models
Martin Vejmelka, Ingo Fründ, Ajay Pillai

14. Parallel Computation of Large Neuronal Networks with Structured Connectivity
Marconi Barbosa, Karl Dockendorf, Miguel Escalona, Borja Ibarz, Aris Miliotis, Irene Sendiña-Nadal, Gorka Zamora-López, Lucia Zemanová

Keywords: Physics, Biophysics/Biomedical Physics, Complexity, Artificial Intelligence (incl. Robotics), Neurosciences, Numerical and Computational Methods

Author(s)
 
 
 
Publisher
Springer
Publication year
2008
Language
en
Edition
1
Series
Understanding Complex Systems
Page amount
385 pages
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9783540731597

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