The NEURON Book
Cambridge University Press
Edition: Illustrated, 1/12/2006
EAN 9780521843218, ISBN10: 0521843219
Hardcover, 480 pages, 23.4 x 15.5 x 2.8 cm
Language: English
Originally published in English
The authoritative reference on NEURON, the simulation environment for modeling biological neurons and neural networks that enjoys wide use in the experimental and computational neuroscience communities. This book shows how to use NEURON to construct and apply empirically based models. Written primarily for neuroscience investigators, teachers, and students, it assumes no previous knowledge of computer programming or numerical methods. Readers with a background in the physical sciences or mathematics, who have some knowledge about brain cells and circuits and are interested in computational modeling, will also find it helpful. The NEURON Book covers material that ranges from the inner workings of this program, to practical considerations involved in specifying the anatomical and biophysical properties that are to be represented in models. It uses a problem-solving approach, with many working examples that readers can try for themselves.
Preface
Acknowledgements
1. A tour of the NEURON simulation environment
2. The modeling perspective
3. Expressing conceptual models in mathematical terms
4. Essentials of numerical methods for neural modeling
5. Representing neurons with a digital computer
6. How to build and use models of individual cells
7. How to control simulations
8. How to initialize simulations
9. How to expand NEURON's library of mechanisms
10. Synaptic transmission and artificial spiking cells
11. Modeling networks
12. Hoc, NEURON's interpreter
13. Object-oriented programming
14. How to modify NEURON itself
Appendix 1. Mathematical analysis of IntFire4
Appendix 2. NEURON's built-in editor
References
Epilogue
Index.