Advances in Neural Networks – ISNN 2011: 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29–June 1, 2011, Proceedings, Part I

Front Matter....Pages -
Evaluating Humans’ Implicit Attitudes towards an Embodied Conversational Agent....Pages 1-9
Robustness of Gamma-Oscillation in Networks of Excitatory and Inhibitory Neurons with Conductance-Based Synapse....Pages 10-16
Probe the Potts States in the Minicolumn Dynamics....Pages 17-26
Dependence of Correlated Firing on Strength of Inhibitory Feedback....Pages 27-34
A New Model to Simulate the Formation of Orientation Columns Map in Visual Cortex....Pages 35-41
Study on the Synchrony Intensity Threshold of Two Uncoupled Neurons under Different Currents’ Stimulation....Pages 42-51
Research on Design Method of Small World Property ESN....Pages 52-59
The ART2 Network Based on Memorizing-Forgetting Mechanism....Pages 60-67
Application of BP Neural Networks in Prediction of the Material Dynamic Properties....Pages 68-75
Spaces Enhance Word Segmentation and Comprehension in Tacit Reading....Pages 76-82
Intelligent Semantic-Based System for Corpus Analysis through Hybrid Probabilistic Neural Networks....Pages 83-92
Decision-Making in Drosophila with Two Conflicting Cues....Pages 93-100
Time-Varying Quadratic Programming by Zhang Neural Network Equipped with a Time-Varying Design Parameter γ ( t )....Pages 101-108
Local and Global Burst Synchronization in a Noisy Small-World Neuronal Network....Pages 109-116
 H  ∞  Synchronization Control in Nonlinear Time-Delay Complex Dynamical Network....Pages 117-124
Anti-synchronization and Control of New Chen’s Hyperchaotic Systems....Pages 125-131
Hopf Bifurcation Control for a Single Neuron Model with Delay-Dependent Parameters via State Feedback....Pages 132-138
Changes in Electroencephalographic Power Spectra Associated with Reproductive Status in Frog....Pages 139-147
Universal Analysis Method for Stability of Recurrent Neural Networks with Different Multiple Delays....Pages 148-157
A Class of New Generalized AOR Method for Augmented Systems....Pages 158-165
Detecting the Topology of a Neural Network from Partially Obtained Data Using Piecewise Granger Causality....Pages 166-175
A Survey of Signal Propagation in Feedforward Neuronal Networks....Pages 176-184
Stability of Stochastic Cohen-Grossberg Neural Networks with Mixed Time Delay and Markovian Parameters....Pages 185-193
Exponential Stability of Stochastic Neural Networks with Mixed Time-Delays....Pages 194-202
Stability of Neural Networks with Both Impulses and Time-Varying Delays on Time Scale....Pages 203-212
Synchronization of Nonidentical Chaotic Neural Networks with Time-Varying Delays....Pages 213-221
Blow-Up for a Class of Parabolic Equations with Nonlinear Boundary Conditions....Pages 222-230
Cluster Synchronization for Discrete-Time Complex Networks....Pages 231-240
Stability Analysis of Fourth-Order Chua’s Circuit....Pages 241-250
A Phase Reduction Method for Weakly Coupled Stochastic Oscillator Systems....Pages 251-259
Anti-periodic Solutions for High-Order Neural Networks with Mixed Time Delays....Pages 260-269
Comparisons of Single- and Multiple-Hidden-Layer Neural Networks....Pages 270-279
Stability of Cohen-Grossberg Neural Networks with Unbounded Time-Varying Delays....Pages 280-286
Thermal Effects on Phase Response Curves and Synchronization Transition....Pages 287-296
Robust H  ∞  Filter Design of Delayed Neural Networks....Pages 297-304
On Metastability of Cellular Neural Networks with Random Perturbations....Pages 305-314
Fractional-Order Boundary Controller of the Anti-stable Vibration Systems....Pages 315-320
Existence and Global Stability of Periodic Solutions of Generalized-Brain-State-in-a-Box (GBSB) Neural Models....Pages 321-328
Neural Network-Based Dynamic Surface Control of Nonlinear Systems with Unknown Virtual Control Coefficient....Pages 329-338
Stochastic Stability Analysis of Delayed Hopfield Neural Networks with Impulse Effects....Pages 339-347
New LMI-Based Criteria for Global Robust Stability of Cohen-Grossberg Neural Networks with Time-Varying Delays....Pages 348-357
Asymptotical Stability of an SEIS Epidemic Model with Latent Age Dependence and Generally Nonlinear Contact Rate....Pages 358-367
Stochastic Exponential Stability of Cohen-Grossberg Neural Networks with Markovian Jumping Parameters and Mixed Delays....Pages 368-374
Periodic Solutions for High-Order Cohen-Grossberg-Type BAM Neural Networks with Time-Delays....Pages 375-384
Simulation and Verification of Zhang Neural Networks and Gradient Neural Networks for Time-Varying Stein Equation Solving....Pages 385-392
Comparison on Continuous-Time Zhang Dynamics and Newton-Raphson Iteration for Online Solution of Nonlinear Equations....Pages 393-402
ELM-Based Time-Variant Neural Networks with Incremental Number of Output Basis Functions....Pages 403-410
Invariant Set and Attractor of Discrete-Time Impulsive Recurrent Neural Networks....Pages 411-419
Optimal Control for Boiler Combustion System Based on Iterative Heuristic Dynamic Programming....Pages 420-428
Power System Load Forecasting Based on EEMD and ANN....Pages 429-436
Analog Circuit Fault Diagnosis with Echo State Networks Based on Corresponding Clusters....Pages 437-444
Anti Boundary Effect Wavelet Decomposition Echo State Networks....Pages 445-454
Research on Water Level Optimal Control of Boiler Drum Based on Dual Heuristic Dynamic Programming....Pages 455-463
Fuzzy Clustering-Based Polynomial Radial Basis Function Neural Networks (p-RBF NNs) Classifier Designed with Particle Swarm Optimization....Pages 464-473
Application of RBF Neural Network and Nonlinear Particle Filter in the Synthetic Ammonia Decarbornization....Pages 474-483
Elman-Style Process Neural Network with Application to Aircraft Engine Health Condition Monitoring....Pages 484-494
A Novel Spatial Architecture Artificial Neural Network Based on Multilayer Feedforward Network with Mutual Inhibition among Hidden Units....Pages 495-504
sEMG Signal Classification for the Motion Pattern of Intelligent Bionic Artificial Limb....Pages 505-513
Dynamic Construction of Multilayer Neural Networks for Classification....Pages 514-520
Existence of Periodic Solutions for Cohen-Grossberg Neural Networks with Time-Varying Delays and Impulses....Pages 521-528
Telecommunications Data Forecasting Based on a Dynamic Neuro-fuzzy Network....Pages 529-537
Evolutionary Learning of Regularization Networks with Multi-kernel Units....Pages 538-546
Solving the Assignment Problem with the Improved Dual Neural Network....Pages 547-556
Evaluating Model on Effectiveness of Network Defense Missile Based on LMBP Neural Network....Pages 557-564
A New Neural Network for Solving Nonlinear Programming Problems....Pages 565-571
The AIC Based on the Neural Network Filter....Pages 572-577
Ranked Neuro Fuzzy Inference System (RNFIS) for Information Retrieval....Pages 578-586
The Study on Models Adjustment and Generation Capability of Artificial Neural Network....Pages 587-594
View Construction for Multi-view Semi-supervised Learning....Pages 595-601
Fast Learning Fully Complex-Valued Classifiers for Real-Valued Classification Problems....Pages 602-609
Urban Stormwater Runoff Prediction Using Recurrent Neural Networks....Pages 610-619
Maximal-Margin Approach for Cost-Sensitive Learning Based on Scaled Convex Hull....Pages 620-628
Erratum: Decision-Making in Drosophila with Two Conflicting Cues....Pages E1-E1
Back Matter....Pages -