"Neural Network Dynamics" is the latest volume in the "Perspectives in Neural Computing" series. It contains papers presented at the 1991 Workshop on Complex Dynamics in Neural Networks, held at IIASS in Vietri, Italy. The workshop encompassed a wide range of topics in which neural netowrks play a fundamental role, and aimed to bridge the gap between neural computation and computational neuroscience. The papers - which have been updated where necessary to include new results - are divided into four sections covering the foundations of neural network dynamics, oscillatory neural networks, scientific and biological applications. Among the topics discussed are: a general analysis of neural network activity; descriptions of various network architectures and nodes; correlated neuronal firing; a theoretical framework for analyzing the behaviour of real and simulated neuronal networks; the structural properties of proteins; nuclear phenomenology; resonance searches in high energy physics; the investigation of information storage; visual cortical architecture and visual processing.