Computational Neuroscience: A Comprehensive Approach

A focused treatment of biologically realistic neuron models covering integrate-and-fire models, Hodgkin-Huxley equations, population dynamics, and synaptic plasticity. Combines mathematical rigor with neuroscience applications.

Wulfram Gerstner, Werner M. Kistler

A review of third-generation spiking neural networks covering computational power, neuron models, network architectures, and learning rules. Provides a bridge between biological neural computation and machine learning.

Helene Paugam-Moisy, Sander Bohte