Advances in Neural Networks – ISNN 2005: Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part I

Front Matter....Pages -
Population Coding, Bayesian Inference and Information Geometry....Pages 1-4
One-Bit-Matching ICA Theorem, Convex-Concave Programming, and Combinatorial Optimization....Pages 5-20
Dynamic Models for Intention (Goal-Directedness) Are Required by Truly Intelligent Robots....Pages 21-33
Differences and Commonalities Between Connectionism and Symbolicism....Pages 34-38
Pointwise Approximation for Neural Networks....Pages 39-44
On the Universal Approximation Theorem of Fuzzy Neural Networks with Random Membership Function Parameters....Pages 45-50
A Review: Relationship Between Response Properties of Visual Neurons and Advances in Nonlinear Approximation Theory....Pages 51-56
Image Representation in Visual Cortex and High Nonlinear Approximation....Pages 57-62
Generalization and Property Analysis of GENET....Pages 63-68
On Stochastic Neutral Neural Networks....Pages 69-74
Eigenanalysis of CMAC Neural Network....Pages 75-80
A New Definition of Sensitivity for RBFNN and Its Applications to Feature Reduction....Pages 81-86
Complexity of Error Hypersurfaces in Multilayer Perceptrons with General Multi-input and Multi-output Architecture....Pages 87-94
Nonlinear Dynamical Analysis on Coupled Modified Fitzhugh-Nagumo Neuron Model....Pages 95-101
Stability of Nonautonomous Recurrent Neural Networks with Time-Varying Delays....Pages 102-107
Global Exponential Stability of Non-autonomous Neural Networks with Variable Delay....Pages 108-113
A Generalized LMI-Based Approach to the Global Exponential Stability of Recurrent Neural Networks with Delay....Pages 114-119
A Further Result for Exponential Stability of Neural Networks with Time-Varying Delays....Pages 120-125
Improved Results for Exponential Stability of Neural Networks with Time-Varying Delays....Pages 126-131
Global Exponential Stability of Recurrent Neural Networks with Infinite Time-Varying Delays and Reaction-Diffusion Terms....Pages 132-141
Exponential Stability Analysis of Neural Networks with Multiple Time Delays....Pages 142-148
Exponential Stability of Cohen-Grossberg Neural Networks with Delays....Pages 149-155
Global Exponential Stability of Cohen-Grossberg Neural Networks with Time-Varying Delays and Continuously Distributed Delays....Pages 156-161
Exponential Stability of Stochastic Cohen-Grossberg Neural Networks with Time-Varying Delays....Pages 162-167
Exponential Stability of Fuzzy Cellular Neural Networks with Unbounded Delay....Pages 168-173
Global Exponential Stability of Reaction-Diffusion Hopfield Neural Networks with Distributed Delays....Pages 174-180
Global Exponential Stability of Delayed Impulsive Hopfield Type Neural Networks....Pages 181-186
Global Exponential Stability of Hopfield Neural Networks with Impulsive Effects....Pages 187-192
Global Exponential Stability of Discrete Time Hopfield Neural Networks with Delays....Pages 193-198
Stability Analysis of Uncertain Neural Networks with Linear and Nonlinear Time Delays....Pages 199-202
Robust Stability for Delayed Neural Networks with Nonlinear Perturbation....Pages 203-208
Robust Stability Analysis of a Class of Hopfield Neural Networks with Multiple Delays....Pages 209-214
Robust Stability of Interval Delayed Neural Networks....Pages 215-221
Impulsive Robust Control of Interval Hopfield Neural Networks....Pages 222-228
Global Attractivity of Cohen-Grossberg Model with Delays....Pages 229-234
High-Order Hopfield Neural Networks....Pages 235-240
Stability Analysis of Second Order Hopfield Neural Networks with Time Delays....Pages 241-246
Convergence Analysis of Genetic Regulatory Networks Based on Nonlinear Measures....Pages 247-252
Stability Conditions for Discrete Neural Networks in Partial Simultaneous Updating Mode....Pages 253-258
Dynamic Behavior Analysis of Discrete Neural Networks with Delay....Pages 259-264
Existence and Stability of Periodic Solution in a Class of Impulsive Neural Networks....Pages 265-270
Globally Attractive Periodic Solutions of Continuous-Time Neural Networks and Their Discrete-Time Counterparts....Pages 271-275
Globally Stable Periodic State of Delayed Cohen-Grossberg Neural Networks....Pages 276-281
Globally Attractive Periodic State of Discrete-Time Cellular Neural Networks with Time-Varying Delays....Pages 282-287
An Analysis for Periodic Solutions of High-Order BAM Neural Networks with Delays....Pages 288-293
Periodic Oscillation and Exponential Stability of a Class of Competitive Neural Networks....Pages 294-301
Synchronous Behaviors of Two Coupled Neurons....Pages 302-307
Adaptive Synchronization of Delayed Neural Networks Based on Parameters Identification....Pages 308-313
Strength and Direction of Phase Synchronization of Neural Networks....Pages 314-319
Hopf Bifurcation in a Single Inertial Neuron Model: A Frequency Domain Approach....Pages 320-326
Hopf Bifurcation in a Single Inertial Neuron Model with a Discrete Delay....Pages 327-333
Stability and Bifurcation of a Neuron Model with Delay-Dependent Parameters....Pages 334-339
Stability and Chaos of a Neural Network with Uncertain Time Delays....Pages 340-345
Chaotic Synchronization of Delayed Neural Networks....Pages 346-350
Chaos Synchronization for Bi-directional Coupled Two-Neuron Systems with Discrete Delays....Pages 351-356
Complex Dynamics in a Simple Hopfield-Type Neural Network....Pages 357-362
Adaptive Chaotic Controlling Method of a Chaotic Neural Network Model....Pages 363-368
Modeling Cortex Network: A Spatio-temporal Population Approach....Pages 369-374
A Special Kind of Neural Networks: Continuous Piecewise Linear Functions....Pages 375-379
A Novel Dynamic Structural Neural Network with Neuron-Regeneration and Neuron-Degeneration Mechanisms....Pages 380-384
A New Adaptive Ridgelet Neural Network....Pages 385-390
Designing Neural Networks Using Hybrid Particle Swarm Optimization....Pages 391-397
A New Strategy for Designing Bidirectional Associative Memories....Pages 398-403
Genetically Optimized Hybrid Fuzzy Neural Networks Based on TSK Fuzzy Rules and Polynomial Neurons....Pages 404-409
Genetically Optimized Self-organizing Fuzzy Polynomial Neural Networks Based on Information Granulation....Pages 410-415
Identification of ANFIS-Based Fuzzy Systems with the Aid of Genetic Optimization and Information Granulation....Pages 416-421
Design of Rule-Based Neurofuzzy Networks by Means of Genetic Fuzzy Set-Based Granulation....Pages 422-427
Design of Genetic Fuzzy Set-Based Polynomial Neural Networks with the Aid of Information Granulation....Pages 428-433
A Novel Self-organizing Neural Fuzzy Network for Automatic Generation of Fuzzy Inference Systems....Pages 434-439
Constructive Fuzzy Neural Networks and Its Application....Pages 440-445
A Novel CNN Template Design Method Based on GIM....Pages 446-454
A Novel Generalized Congruence Neural Networks....Pages 455-460
A SOM Based Model Combination Strategy....Pages 461-466
Typical Sample Selection and Redundancy Reduction for Min-Max Modular Network with GZC Function....Pages 467-472
Parallel Feedforward Process Neural Network with Time-Varying Input and Output Functions....Pages 473-478
A Novel Solid Neuron-Network Chip Based on Both Biological and Artificial Neural Network Theories....Pages 479-484
Associative Memory Using Nonlinear Line Attractor Network for Multi-valued Pattern Association....Pages 485-490
Associative Chaotic Neural Network via Exponential Decay Spatio-temporal Effect....Pages 491-496
On a Chaotic Neural Network with Decaying Chaotic Noise....Pages 497-502
Extension Neural Network-Type 3....Pages 503-508
Pulsed Para-neural Networks (PPNN) Based on MEXORs and Counters....Pages 509-514
Using Ensemble Information in Swarming Artificial Neural Networks....Pages 515-519
Negatively Correlated Neural Network Ensemble with Multi-population Particle Swarm Optimization....Pages 520-525
Wrapper Approach for Learning Neural Network Ensemble by Feature Selection....Pages 526-531
Constructive Ensemble of RBF Neural Networks and Its Application to Earthquake Prediction....Pages 532-537
The Bounds on the Rate of Uniform Convergence for Learning Machine....Pages 538-545
Supervised Learning on Local Tangent Space....Pages 546-551
Study Markov Neural Network by Stochastic Graph....Pages 552-557
An Efficient Recursive Total Least Squares Algorithm for Training Multilayer Feedforward Neural Networks....Pages 558-565
A Robust Learning Algorithm for Feedforward Neural Networks with Adaptive Spline Activation Function....Pages 566-571
A New Modified Hybrid Learning Algorithm for Feedforward Neural Networks....Pages 572-577
Robust Recursive TLS (Total Least Square) Method Using Regularized UDU Decomposed for FNN (Feedforward Neural Network) Training....Pages 578-584
An Improved Backpropagation Algorithm Using Absolute Error Function....Pages 585-590
An Improved Relative Criterion Using BP Algorithm....Pages 591-596
Solving Hard Local Minima Problems Using Basin Cells for Multilayer Perceptron Training....Pages 597-602
Enhanced Fuzzy Single Layer Perceptron....Pages 603-608
A New Training Algorithm for a Fuzzy Perceptron and Its Convergence....Pages 609-614
Stochastic Fuzzy Neural Network and Its Robust Parameter Learning Algorithm....Pages 615-620
Applying Neural Network to Reinforcement Learning in Continuous Spaces....Pages 621-626
Multiagent Reinforcement Learning Algorithm Using Temporal Difference Error....Pages 627-633
A Foremost-Policy Reinforcement Learning Based ART2 Neural Network and Its Learning Algorithm....Pages 634-639
A Reinforcement Learning Based Radial-Bassis Function Network Control System....Pages 640-645
Structure Pruning Strategies for Min-Max Modular Network....Pages 646-651
Sequential Bayesian Learning for Modular Neural Networks....Pages 652-659
A Modified Genetic Algorithm for Fast Training Neural Networks....Pages 660-665
Immunity Clonal Synergetic Learning of Unbalanced Attention Parameters in Synergetic Network....Pages 666-671
Optimizing Weights of Neural Network Using an Adaptive Tabu Search Approach....Pages 672-676
Semi-supervised Learning for Image Retrieval Using Support Vector Machines....Pages 677-681
A Simple Rule Extraction Method Using a Compact RBF Neural Network....Pages 682-687
Automatic Fuzzy Rule Extraction Based on Fuzzy Neural Network....Pages 688-693
Neural Networks for Nonconvex Nonlinear Programming Problems: A Switching Control Approach....Pages 694-699
Deterministic Global Optimization with a Neighbourhood Determination Algorithm Based on Neural Networks....Pages 700-705
A Neural Network Methodology of Quadratic Optimization with Quadratic Equality Constraints....Pages 706-711
A Hopfiled Neural Network for Nonlinear Constrained Optimization Problems Based on Penalty Function....Pages 712-717
A Neural Network Algorithm for Second-Order Conic Programming....Pages 718-724
Application of Neural Network to Interactive Physical Programming....Pages 725-730
Application of the “Winner Takes All” Principle in Wang’s Recurrent Neural Network for the Assignment Problem....Pages 731-738
Theoretical Analysis and Parameter Setting of Hopfield Neural Networks....Pages 739-744
Solving Optimization Problems Based on Chaotic Neural Network with Hysteretic Activation Function....Pages 745-749
An Improved Transiently Chaotic Neural Network for Solving the K-Coloring Problem....Pages 750-755
A Sweep-Based TCNN Algorithm for Capacity Vehicle Routing Problem....Pages 756-761
Transient Chaotic Discrete Neural Network for Flexible Job-Shop Scheduling....Pages 762-769
Integration of Artificial Neural Networks and Genetic Algorithm for Job-Shop Scheduling Problem....Pages 770-775
An Effective Algorithm Based on GENET Neural Network Model for Job Shop Scheduling with Release Dates and Due Dates....Pages 776-781
Fuzzy Due Dates Job Shop Scheduling Problem Based on Neural Network....Pages 782-787
Heuristic Combined Artificial Neural Networks to Schedule Hybrid Flow Shop with Sequence Dependent Setup Times....Pages 788-793
A Neural Network Based Heuristic for Resource-Constrained Project Scheduling....Pages 794-799
Functional-Link Net Based Multiobjective Fuzzy Optimization....Pages 800-804
Optimizing the Distributed Network Monitoring Model with Bounded Bandwidth and Delay Constraints by Neural Networks....Pages 805-810
Stochastic Nash Equilibrium with a Numerical Solution Method....Pages 811-816
Generalized Foley-Sammon Transform with Kernels....Pages 817-823
Sparse Kernel Fisher Discriminant Analysis....Pages 824-830
Scaling the Kernel Function to Improve Performance of the Support Vector Machine....Pages 831-836
Online Support Vector Machines with Vectors Sieving Method....Pages 837-842
Least Squares Support Vector Machine Based on Continuous Wavelet Kernel....Pages 843-850
Multiple Parameter Selection for LS-SVM Using Smooth Leave-One-Out Error....Pages 851-856
Trajectory-Based Support Vector Multicategory Classifier....Pages 857-862
Multi-category Classification by Least Squares Support Vector Regression....Pages 863-868
Twi-Map Support Vector Machine for Multi-classification Problems....Pages 869-874
Fuzzy Multi-class SVM Classifier Based on Optimal Directed Acyclic Graph Using in Similar Handwritten Chinese Characters Recognition....Pages 875-880
A Hierarchical and Parallel Method for Training Support Vector Machines....Pages 881-886
Task Decomposition Using Geometric Relation for Min-Max Modular SVMs....Pages 887-892
A Novel Ridgelet Kernel Regression Method....Pages 893-899
Designing Nonlinear Classifiers Through Minimizing VC Dimension Bound....Pages 900-905
A Cascaded Mixture SVM Classifier for Object Detection....Pages 906-912
Radar High Range Resolution Profiles Feature Extraction Based on Kernel PCA and Kernel ICA....Pages 913-918
Controlling Chaotic Systems via Support Vector Machines Without Analytical Model....Pages 919-924
Support Vector Regression for Software Reliability Growth Modeling and Prediction....Pages 925-930
SVM-Based Semantic Text Categorization for Large Scale Web Information Organization....Pages 931-936
Fuzzy Support Vector Machine and Its Application to Mechanical Condition Monitoring....Pages 937-942
Guided GA-ICA Algorithms....Pages 943-948
A Cascaded Ensemble Learning for Independent Component Analysis....Pages 949-954
A Step by Step Optimization Approach to Independent Component Analysis....Pages 955-960
Self-adaptive FastICA Based on Generalized Gaussian Model....Pages 961-966
An Efficient Independent Component Analysis Algorithm for Sub-Gaussian Sources....Pages 967-972
ICA and Committee Machine-Based Algorithm for Cursor Control in a BCI System....Pages 973-978
Fast Independent Component Analysis for Face Feature Extraction....Pages 979-984
Affine Invariant Descriptors for Color Images Based on Independent Component Analysis....Pages 985-990
A New Image Protection and Authentication Technique Based on ICA....Pages 991-996
Locally Spatiotemporal Saliency Representation: The Role of Independent Component Analysis....Pages 997-1003
A Multistage Decomposition Approach for Adaptive Principal Component Analysis....Pages 1004-1009
A New Kalman Filtering Algorithm for Nonlinear Principal Component Analysis....Pages 1010-1015
An Improvement on PCA Algorithm for Face Recognition....Pages 1016-1021
A Modified PCA Neural Network to Blind Estimation of the PN Sequence in Lower SNR DS-SS Signals....Pages 1022-1027
A Modified MCA EXIN Algorithm and Its Convergence Analysis....Pages 1028-1033
Robust Beamforming by a Globally Convergent MCA Neural Network....Pages 1034-1041
Back Matter....Pages -