Advances in Neural Networks - ISNN 2010: 7th International Symposium on Neural Networks, ISNN 2010 Shanghai, China, June 6-9, 2010 Proceedings, Part I (Paperback)

Neurophysiological Foundation.- Stimulus-Dependent Noise Facilitates Tracking Performances of Neuronal Networks.- Range Parameter Induced Bifurcation in a Single Neuron Model with Delay-Dependent Parameters.- Messenger RNA Polyadenylation Site Recognition in Green Alga Chlamydomonas Reinhardtii.- A Study to Neuron Ensemble of Cognitive Cortex ISI Coding Represent Stimulus.- STDP within NDS Neurons.- Synchronized Activities among Retinal Ganglion Cells in Response to External Stimuli.- Novel Method to Discriminate Awaking and Sleep Status in Light of the Power Spectral Density.- Current Perception Threshold Measurement via Single Channel Electroencephalogram Based on Confidence Algorithm.- Electroantennogram Obtained from Honeybee Antennae for Odor Detection.- A Possible Mechanism for Controlling Timing Representation in the Cerebellar Cortex.- Theory and Models.- Parametric Sensitivity and Scalability of k-Winners-Take-All Networks with a Single State Variable and Infinity-Gain Activation Functions.- Extension of the Generalization Complexity Measure to Real Valued Input Data Sets.- A New Two-Step Gradient-Based Backpropagation Training Method for Neural Networks.- A Large-Update Primal-Dual Interior-Point Method for Second-Order Cone Programming.- A One-Step Smoothing Newton Method Based on a New Class of One-Parametric Nonlinear Complementarity Functions for P 0-NCP.- A Neural Network Algorithm for Solving Quadratic Programming Based on Fibonacci Method.- A Hybrid Particle Swarm Optimization Algorithm Based on Nonlinear Simplex Method and Tabu Search.- Fourier Series Chaotic Neural Networks.- Multi-objective Optimization of Grades Based on Soft Computing.- Connectivity Control Methods and Decision Algorithms Using Neural Network in Decentralized Networks.- A Quantum-Inspired Artificial Immune System for Multiobjective 0-1 Knapsack Problems.- RBF Neural Network Based on Particle Swarm Optimization.- Genetic-Based Granular Radial Basis Function Neural Network.- A Closed-Form Solution to the Problem of Averaging over the Lie Group of Special Orthogonal Matrices.- A Lower Order Discrete-Time Recurrent Neural Network for Solving High Order Quadratic Problems with Equality Constraints.- A Experimental Study on Space Search Algorithm in ANFIS-Based Fuzzy Models.- Optimized FCM-Based Radial Basis Function Neural Networks: A Comparative Analysis of LSE and WLSE Method.- Design of Information Granulation-Based Fuzzy Radial Basis Function Neural Networks Using NSGA-II.- Practical Criss-Cross Method for Linear Programming.- Calculating the Shortest Paths by Matrix Approach.- A Particle Swarm Optimization Heuristic for the Index Tacking Problem.- Structural Design of Optimized Polynomial Radial Basis Function Neural Networks.- Convergence of the Projection-Based Generalized Neural Network and the Application to Nonsmooth Optimization Problems.- Two-Dimensional Adaptive Growing CMAC Network.- A Global Inferior-Elimination Thermodynamics Selection Strategy for Evolutionary Algorithm.- Particle Swarm Optimization Based Learning Method for Process Neural Networks.- Interval Fitness Interactive Genetic Algorithms with Variational Population Size Based on Semi-supervised Learning.- Research on One-Dimensional Chaos Maps for Fuzzy Optimal Selection Neural Network.- Edited Nearest Neighbor Rule for Improving Neural Networks Classifications.- A New Algorithm for Generalized Wavelet Transform.- Neural Networks Algorithm Based on Factor Analysis.- IterativeSOMSO: An Iterative Self-organizing Map for Spatial Outlier Detection.- A Novel Method of Neural Network Optimized Design Based on Biologic Mechanism.- Research on a Novel Ant Colony Optimization Algorithm.- A Sparse Infrastructure of Wavelet Network for Nonparametric Regression.- Information Distances over Clusters.- Learning and Inference.- Regression Transfer Learning Based on Principal Curve.- Semivariance Criteria for Quantifying the Choice among Uncertain Outcomes