chapter 1 A Theoretical Overview -- chapter 2 Atomistic Simulations of Ion Channels -- chapter 3 Modelling Neuronal Calcium Dynamics -- chapter 4 Structure-Based Models of NO Diffusion in the Nervous System -- chapter 5 Stochastic Modelling of Single Ion Channels -- chapter 6 The Biophysical Basis of Firing Variability in Cortical Neurons -- chapter 7 Generating Quantitatively Accurate, but Computationally Concise, Models of Single Neurons -- chapter 8 Bursting Activity in Weakly Electric Fish -- chapter 9 Likelihood Methods for Neural Spike Train Data Analysis -- chapter 10 Biologically-Detailed Network Modelling -- chapter 11 Hebbian Learning and Spike-Timing-Dependent Plasticity -- chapter 12 Correlated Neuronal Activity: High- and Low-Level Views -- chapter 13 A Case Study of Population Coding: Stimulus Localisation in the Barrel Cortex -- chapter 14 Modelling Fly Motion Vision -- chapter 15 Mean-Field Theory of Irregularly Spiking Neuronal Populations and Working Memory in Recurrent Cortical Networks -- chapter 16 The Operation of Memory Systems in the Brain -- chapter 17 Modelling Motor Control Paradigms -- chapter 18 Computational Models for Generic Cortical Microcircuits -- chapter 19 Modelling Primate Visual Attention.