Table of Contents
Table of Contents
About the Authors
Preface
Acknowledgment
Chapter 1. Computational Neuroscience
Chapter 2. Compartmental Modeling
Chapter 3. Neural Modeling with GENESIS
Chapter 4. The Hodgkin-Huxley Model
Chapter 5. Cable and Compartment Models of Dendritic Trees
Chapter 6. Temporal Interactions Between Postsynaptic Potentials
Chapter 7. Ion Channels in Bursting Neurons
Chapter 8. Central Pattern Generators
Chapter 9. Dynamics of Cerebral Cortical Networks
Chapter 10. The Network Within: Signaling Pathways
Chapter 11. Constructing New Models
Chapter 12. Introduction to GENESIS Programming
Chapter 13. Simulating a Neuron Soma
Chapter 14. Adding Voltage-Activated Channels
Chapter 15. Adding Dendrites and Synapses
Chapter 16. Automating Cell Construction with the Cell Reader
Chapter 17. Building a Cell with Neurokit
Chapter 18. Constructing Neural Circuits and Networks
Chapter 19. Implementing Other Types of Channels
Chapter 20. Speeding Up GENESIS Simulations
Chapter 21. Large-Scale Simulation Using Parallel GENESIS
Chapter 22. Advanced XOSUS Techniques: Simulation Visualization
Appendix A. Acquiring and Installing GENESIS
Appendix B. GENESIS Script Listing
Appendix C. Additional Information on Hodgkin-Huxley Model and Mathematics
Appendix D. The Goldman-Hodgkin-Katz Equation
Appendix E. The Nernst Equation
Appendix F. The Cable Theory
Index