Neural Network Dynamics

Foundations of Neural Net Dynamics.- Information and Pattern Capacities in Neural Associative Memories with Feedback for Sparse Memory Patterns.- Associative Reinforcement Training Using Probabilistic RAM Nets.- Unlearning and its Relevance to REM Sleep: Decorrelating Correlated Data.- Optimal Architectures and High-Order Networks.- Deterministic Networks with Ternary Neurons.- Nets, Structure, Hierarchy.- Training Random Asymmetric 'Neural' Networks Towards Chaos - A Progress Report.- Complex Dynamics of a Discrete Time Model of a Neuron.- Oscillatory Neural Networks.- Correlated Neuronal Firing: A Clue to the Integrative Functions of Cortex?.- Two-Layered Physiology-Oriented Neuronal Network Models that Combine Dynamic Feature Linking via Synchronization with a Classical Associative Memory.- Theoretical Framework for Analysing the Behaviour of Real and Simulated Neural Networks.- Coupled Neuronal Oscillatory Systems.- Gamma-Band Oscillations in a Cortical Model.- Information Processing by Dynamical Interaction of Oscillatory Modes in Coupled Cortical Networks.- Analysis of Oscillatory Regimes of a Coupled Neural Oscillator System with Application to Visual Cortex Modeling.- Systems of Relaxation Oscillators with Time-Delayed Coupling.- Cortical Coherent Activity Induced by Thalamic Oscillations.- A 'Microscopic' Model of Collective Oscillations in the Cortex.- Temporal Processing in Brain Activity.- Scientific Applications of Neural Networks.- Structural Properties of Proteins Predicted by Neural Networks.- Nuclear Phenomenology with Neural Nets.- Applying Neural Networks to Resonance Search in High Energy Physics.- Visual Comparison of Information Storage in Various Neural Network Models.- Biological Applications of Neural Networks.- Activation Dynamics ofSpace-Variant Continuous Networks.- Hierarchical Neural Representations by Synchronized Activity: A Concept for Visual Pattern Recognition.