2012

Computational Systems Neurobiology

Editors:

ISBN: 978-94-007-3857-7 (Print) 978-94-007-3858-4 (Online)

Table of contents (18 chapters)

  1. Front Matter

    Pages i-viii

  2. No Access

    Book Chapter

    Pages 1-22

    Functional Genomics and Molecular Networks Gene Expression Regulations in Complex Diseases: Down Syndrome as a Case Study

  3. No Access

    Book Chapter

    Pages 23-80

    Reconstructing Models from Proteomics Data

  4. No Access

    Book Chapter

    Pages 81-117

    Using Chemical Kinetics to Model Neuronal Signalling Pathways

  5. No Access

    Book Chapter

    Pages 119-132

    Breakdown of Mass-Action Laws in Biochemical Computation

  6. No Access

    Book Chapter

    Pages 133-161

    Spatial Organization and Diffusion in Neuronal Signaling

  7. No Access

    Book Chapter

    Pages 163-192

    The Performance (and Limits) of Simple Neuron Models: Generalizations of the Leaky Integrate-and-Fire Model

  8. No Access

    Book Chapter

    Pages 193-225

    Multi-compartmental Models of Neurons

  9. No Access

    Book Chapter

    Pages 227-257

    Noise in Neurons and Other Constraints

  10. No Access

    Book Chapter

    Pages 259-281

    Methodological Issues in Modelling at Multiple Levels of Description

  11. No Access

    Book Chapter

    Pages 283-315

    Virtues, Pitfalls, and Methodology of Neuronal Network Modeling and Simulations on Supercomputers

  12. No Access

    Book Chapter

    Pages 317-364

    Co-operative Populations of Neurons: Mean Field Models of Mesoscopic Brain Activity

  13. No Access

    Book Chapter

    Pages 365-385

    Cellular Spacing: Analysis and Modelling of Retinal Mosaics

  14. No Access

    Book Chapter

    Pages 387-427

    Measuring and Modeling Morphology: How Dendrites Take Shape

  15. No Access

    Book Chapter

    Pages 429-458

    Axonal Growth and Targeting

  16. No Access

    Book Chapter

    Pages 459-488

    Encoding Neuronal Models in SBML

  17. No Access

    Book Chapter

    Pages 489-517

    NeuroML

  18. No Access

    Book Chapter

    Pages 519-531

    XPPAUT

  19. No Access

    Book Chapter

    Pages 533-558

    NEST by Example: An Introduction to the Neural Simulation Tool NEST

  20. Back Matter

    Pages 559-570