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

Front Matter....Pages -
Stimulus-Dependent Noise Facilitates Tracking Performances of Neuronal Networks....Pages 1-8
Range Parameter Induced Bifurcation in a Single Neuron Model with Delay-Dependent Parameters....Pages 9-16
Messenger RNA Polyadenylation Site Recognition in Green Alga Chlamydomonas Reinhardtii ....Pages 17-26
A Study to Neuron Ensemble of Cognitive Cortex ISI Coding Represent Stimulus....Pages 27-32
STDP within NDS Neurons....Pages 33-43
Synchronized Activities among Retinal Ganglion Cells in Response to External Stimuli....Pages 44-50
Novel Method to Discriminate Awaking and Sleep Status in Light of the Power Spectral Density....Pages 51-57
Current Perception Threshold Measurement via Single Channel Electroencephalogram Based on Confidence Algorithm....Pages 58-62
Electroantennogram Obtained from Honeybee Antennae for Odor Detection....Pages 63-66
A Possible Mechanism for Controlling Timing Representation in the Cerebellar Cortex....Pages 67-76
Parametric Sensitivity and Scalability of k -Winners-Take-All Networks with a Single State Variable and Infinity-Gain Activation Functions....Pages 77-85
Extension of the Generalization Complexity Measure to Real Valued Input Data Sets....Pages 86-94
A New Two-Step Gradient-Based Backpropagation Training Method for Neural Networks....Pages 95-101
A Large-Update Primal-Dual Interior-Point Method for Second-Order Cone Programming....Pages 102-109
A One-Step Smoothing Newton Method Based on a New Class of One-Parametric Nonlinear Complementarity Functions for P 0 -NCP....Pages 110-117
A Neural Network Algorithm for Solving Quadratic Programming Based on Fibonacci Method....Pages 118-125
A Hybrid Particle Swarm Optimization Algorithm Based on Nonlinear Simplex Method and Tabu Search....Pages 126-135
Fourier Series Chaotic Neural Networks....Pages 136-143
Multi-objective Optimization of Grades Based on Soft Computing....Pages 144-151
Connectivity Control Methods and Decision Algorithms Using Neural Network in Decentralized Networks....Pages 152-160
A Quantum-Inspired Artificial Immune System for Multiobjective 0-1 Knapsack Problems....Pages 161-168
RBF Neural Network Based on Particle Swarm Optimization....Pages 169-176
Genetic-Based Granular Radial Basis Function Neural Network....Pages 177-184
A Closed-Form Solution to the Problem of Averaging over the Lie Group of Special Orthogonal Matrices....Pages 185-192
A Lower Order Discrete-Time Recurrent Neural Network for Solving High Order Quadratic Problems with Equality Constraints....Pages 193-198
A Experimental Study on Space Search Algorithm in ANFIS-Based Fuzzy Models....Pages 199-206
Optimized FCM-Based Radial Basis Function Neural Networks: A Comparative Analysis of LSE and WLSE Method....Pages 207-214
Design of Information Granulation-Based Fuzzy Radial Basis Function Neural Networks Using NSGA-II....Pages 215-222
Practical Criss-Cross Method for Linear Programming....Pages 223-229
Calculating the Shortest Paths by Matrix Approach....Pages 230-237
A Particle Swarm Optimization Heuristic for the Index Tacking Problem....Pages 238-245
Structural Design of Optimized Polynomial Radial Basis Function Neural Networks....Pages 246-253
Convergence of the Projection-Based Generalized Neural Network and the Application to Nonsmooth Optimization Problems....Pages 254-261
Two-Dimensional Adaptive Growing CMAC Network....Pages 262-271
A Global Inferior-Elimination Thermodynamics Selection Strategy for Evolutionary Algorithm....Pages 272-279
Particle Swarm Optimization Based Learning Method for Process Neural Networks....Pages 280-287
Interval Fitness Interactive Genetic Algorithms with Variational Population Size Based on Semi-supervised Learning....Pages 288-295
Research on One-Dimensional Chaos Maps for Fuzzy Optimal Selection Neural Network....Pages 296-302
Edited Nearest Neighbor Rule for Improving Neural Networks Classifications....Pages 303-310
A New Algorithm for Generalized Wavelet Transform....Pages 311-318
Neural Networks Algorithm Based on Factor Analysis....Pages 319-324
IterativeSOMSO: An Iterative Self-organizing Map for Spatial Outlier Detection....Pages 325-330
A Novel Method of Neural Network Optimized Design Based on Biologic Mechanism....Pages 331-338
Research on a Novel Ant Colony Optimization Algorithm....Pages 339-346
A Sparse Infrastructure of Wavelet Network for Nonparametric Regression....Pages 347-354
Information Distances over Clusters....Pages 355-364
Regression Transfer Learning Based on Principal Curve....Pages 365-372
Semivariance Criteria for Quantifying the Choice among Uncertain Outcomes....Pages 373-380
Enhanced Extreme Learning Machine with Modified Gram-Schmidt Algorithm....Pages 381-388
Solving Large N-Bit Parity Problems with the Evolutionary ANN Ensemble....Pages 389-395
Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries....Pages 396-403
Local Bayesian Based Rejection Method for HSC Ensemble....Pages 404-412
Orthogonal Least Squares Based on Singular Value Decomposition for Spare Basis Selection....Pages 413-421
Spectral Clustering on Manifolds with Statistical and Geometrical Similarity....Pages 422-429
A Supervised Fuzzy Adaptive Resonance Theory with Distributed Weight Update....Pages 430-435
A Hybrid Neural Network Model Based Reinforcement Learning Agent....Pages 436-443
A Multi-view Regularization Method for Semi-supervised Learning....Pages 444-449
Multi-reservoir Echo State Network with Sparse Bayesian Learning....Pages 450-456
Leave-One-Out Cross-Validation Based Model Selection for Manifold Regularization....Pages 457-464
Probability Density Estimation Based on Nonparametric Local Kernel Regression....Pages 465-472
A Framework of Decision Making Based on Maximal Supported Sets....Pages 473-482
Dynamics of Competitive Neural Networks with Inverse Lipschitz Neuron Activations....Pages 483-492
Stability and Hopf Bifurcation of a BAM Neural Network with Delayed Self-feedback....Pages 493-503
Stability Analysis of Recurrent Neural Networks with Distributed Delays Satisfying Lebesgue-Stieljies Measures....Pages 504-511
Stability of Genetic Regulatory Networks with Multiple Delays via a New Functional....Pages 512-519
The Impulsive Control of the Projective Synchronization in the Drive-Response Dynamical Networks with Coupling Delay....Pages 520-527
Novel LMI Stability Criteria for Interval Hopfield Neural Networks with Time Delays....Pages 528-533
Memetic Evolutionary Learning for Local Unit Networks....Pages 534-541
Synchronization for a Class of Uncertain Chaotic Cellular Neural Networks with Time-Varying Delay....Pages 542-547
Global Exponential Stability of Equilibrium Point of Hopfield Neural Network with Delay....Pages 548-553
Stability of Impulsive Cohen-Grossberg Neural Networks with Delays....Pages 554-560
P-Moment Asymptotic Behavior of Nonautonomous Stochastic Differential Equation with Delay....Pages 561-568
Exponential Stability of the Neural Networks with Discrete and Distributed Time-Varying Delays....Pages 569-576
Mean Square Stability in the Numerical Simulation of Stochastic Delayed Hopfield Neural Networks with Markovian Switching....Pages 577-584
The Existence of Anti-periodic Solutions for High-Order Cohen-Grossberg Neural Networks....Pages 585-594
Global Exponential Stability of BAM Type Cohen-Grossberg Neural Network with Delays on Time Scales....Pages 595-602
Multistability of Delayed Neural Networks with Discontinuous Activations....Pages 603-610
Finite-Time Boundedness Analysis of Uncertain CGNNs with Multiple Delays....Pages 611-618
Dissipativity Analysis of Stochastic Neural Networks with Time-Varying Delays....Pages 619-626
Multistability Analysis: High-Order Networks Do Not Imply Greater Storage Capacity Than First-Order Ones....Pages 627-634
Properties of Periodic Solutions for Common Logistic Model with Discrete and Distributed Delay....Pages 635-642
New Results of Globally Exponentially Attractive Set and Synchronization Controlling of the Qi Chaotic System....Pages 643-650
Stability and Attractive Basin of Delayed Cohen-Grossberg Neural Networks....Pages 651-658
Exponential Stability Analysis for Discrete-Time Stochastic BAM Neural Networks with Time-Varying Delays....Pages 659-666
Invariant and Globally Exponentially Attractive Sets of Separated Variables Systems with Time-Varying Delays....Pages 667-674
Delay-Dependent Stability of Nonlinear Uncertain Stochastic Systems with Time-Varying Delays....Pages 675-683
Stability Analysis of Fuzzy Cohen-Grossberg Neural Networks with Distributed Delays and Reaction-Diffusion Terms....Pages 684-692
Global Exponential Robust Stability of Delayed Hopfield Neural Networks with Reaction-Diffusion Terms....Pages 693-701
Stability and Bifurcation of a Three-Dimension Discrete Neural Network Model with Delay....Pages 702-710
Globally Exponential Stability of a Class of Neural Networks with Impulses and Variable Delays....Pages 711-718
Discrete Time Nonlinear Identification via Recurrent High Order Neural Networks for a Three Phase Induction Motor....Pages 719-726
Stability Analysis for Stochastic BAM Neural Networks with Distributed Time Delays....Pages 727-734
Dissipativity in Mean Square of Non-autonomous Impulsive Stochastic Neural Networks with Delays....Pages 735-744
Stability Analysis of Discrete Hopfield Neural Networks Combined with Small Ones....Pages 745-752
Back Matter....Pages -