Computational Modelling of the Brain: Modelling Approaches to Cells, Circuits and Networks

PART I. Cellular Scale.- Chapter 1. Modelling Neurons in 3D at the Nanoscale.- Chapter 2. Modelling Dendrites and Spatially-Distributed Neuronal Membrane Properties.- Chapter 3. A User's Guide to Generalized Integrate-and-Fire Models.- Chapter 4. Neuron-glia Interactions and Brain Circuits.- Chapter 5. Short-term Synaptic Plasticity: Microscopic Modelling and (some) Computational Implications.- PART II. Molecular Scale.- Chapter 6. The Mean Field Approach for Populations of Spiking Neurons.- Chapter 7. Multidimensional Dynamical Systems with Noise.- Chapter 8. Computing Extracellular Electric Potentials from Neuronal Simulations.- Chapter 9. Bringing Anatomical Information into Neuronal Network Models.- PART III. Network Scale.- Chapter 10. Computational Concepts for Reconstructing and Simulating Brain Tissue.- Chapter 11. Reconstruction of the Hippocampus.- Chapter 12. Challenges for Place and Grid Cell Models.- Chapter 13. Whole-Brain Modelling: Past, Present, and Future.