Advances in Neural Networks - Isnn 2006: Third International Symposium on Neural Networks, Isnn 2006, Chengdu, China, May 28 - June 1, 2006, Proceedin (Paperback, 2006)

Neurobiological Analysis.- The Ideal Noisy Environment for Fast Neural Computation.- How Does a Neuron Perform Subtraction? - Arithmetic Rules of Synaptic Integration of Excitation and Inhibition.- Stochastic Resonance Enhancing Detectability of Weak Signal by Neuronal Networks Model for Receiver.- A Gaussian Dynamic Convolution Models of the FMRI BOLD Response.- Cooperative Motor Learning Model for Cerebellar Control of Balance and Locomotion.- A Model of Category Learning with Attention Augmented Simplistic Prototype Representation.- On the Learning Algorithms of Descriptive Models of High-Order Human Cognition.- A Neural Model on Cognitive Process.- Theoretical Analysis.- Approximation Bound of Mixture Networks in Spaces.- Integral Transform and Its Application to Neural Network Approximation.- The Essential Approximation Order for Neural Networks with Trigonometric Hidden Layer Units.- Wavelets Based Neural Network for Function Approximation.- Passivity Analysis of Dynamic Neural Networks with Different Time-Scales.- Exponential Dissipativity of Non-autonomous Neural Networks with Distributed Delays and Reaction-Diffusion Terms.- Convergence Analysis of Continuous-Time Neural Networks.- Global Convergence of Continuous-Time Recurrent Neural Networks with Delays.- Global Exponential Stability in Lagrange Sense of Continuous-Time Recurrent Neural Networks.- Global Exponential Stability of Recurrent Neural Networks with Time-Varying Delay.- New Criteria of Global Exponential Stability for a Class of Generalized Neural Networks with Time-Varying Delays.- Dynamics of General Neural Networks with Distributed Delays.- On Equilibrium and Stability of a Class of Neural Networks with Mixed Delays.- Stability Analysis of Neutral Neural Networks with Time Delay.- Global Asymptotical Stability in Neutral-Type Delayed Neural Networks with Reaction-Diffusion Terms.- Almost Sure Exponential Stability on Interval Stochastic Neural Networks with Time-Varying Delays.- Stochastic Robust Stability of Markovian Jump Nonlinear Uncertain Neural Networks with Wiener Process.- Stochastic Robust Stability Analysis for Markovian Jump Discrete-Time Delayed Neural Networks with Multiplicative Nonlinear Perturbations.- Global Robust Stability of General Recurrent Neural Networks with Time-Varying Delays.- Robust Periodicity in Recurrent Neural Network with Time Delays and Impulses.- Global Asymptotical Stability of Cohen-Grossberg Neural Networks with Time-Varying and Distributed Delays.- LMI Approach to Robust Stability Analysis of Cohen-Grossberg Neural Networks with Multiple Delays.- Existence and Global Stability Analysis of Almost Periodic Solutions for Cohen-Grossberg Neural Networks.- A New Sufficient Condition on the Complete Stability of a Class Cellular Neural Networks.- Stability Analysis of Reaction-Diffusion Recurrent Cellular Neural Networks with Variable Time Delays.- Exponential Stability of Delayed Stochastic Cellular Neural Networks.- Global Exponential Stability of Cellular Neural Networks with Time-Varying Delays and Impulses.- Global Exponential Stability of Fuzzy Cellular Neural Networks with Variable Delays.- Stability of Fuzzy Cellular Neural Networks with Impulses.- Absolute Stability of Hopfield Neural Network.- Robust Stability Analysis of Uncertain Hopfield Neural Networks with Markov Switching.- Asymptotic Stability of Second-Order Discrete-Time Hopfield Neural Networks with Variable Delays.- Convergence Analysis of Discrete Delayed Hopfield Neural Networks.- An LMI-Based Approach to the Global Stability of Bidirectional Associative Memory Neural Networks with Variable Delay.- Existence of Periodic Solution of BAM Neural Network with Delay and Impulse.- On Control of Hopf Bifurcation in BAM Neural Network with Delayed Self-feedback.- Convergence and Periodicity of Solutions for a Class of Discrete-Time Recurrent Neural Network with Two Neurons.- Existence and Global Attractability of Almost Periodic Solution for