Neural Information Processing : 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, Proceedings, Part III

The three volume set LNCS 7062, LNCS 7063, and LNCS 7064 constitutes the proceedings of the 18th International Conference on Neural Information Processing, ICONIP 2011, held in Shanghai, China, in November 2011. The 262 regular session papers presented were carefully reviewed and selected from numerous submissions. The papers of part I are organized in topical sections on perception, emotion and development, bioinformatics, biologically inspired vision and recognition, bio-medical data analysis, brain signal processing, brain-computer interfaces, brain-like systems, brain-realistic models for learning, memory and embodied cognition, Clifford algebraic neural networks, combining multiple learners, computational advances in bioinformatics, and computational-intelligent human computer interaction. The second volume is structured in topical sections on cybersecurity and data mining workshop, data mining and knowledge doscovery, evolutionary design and optimisation, graphical models, human-originated data analysis and implementation, information retrieval, integrating multiple nature-inspired approaches, kernel methods and support vector machines, and learning and memory. The third volume contains all the contributions connected with multi-agent systems, natural language processing and intelligent Web information processing, neural encoding and decoding, neural network models, neuromorphic hardware and implementations, object recognition, visual perception modelling, and advances in computational intelligence methods based pattern recognition. Front Matter....Pages - Multimodal Identity Verification Based on Learning Face and Gait Cues....Pages 1-8 Robust Control of Nonlinear System Using Difference Signals and Multiple Competitive Associative Nets....Pages 9-17 Selective Track Fusion....Pages 18-25 The Bystander Effect: Agent-Based Simulation of People’s Reaction to Norm Violation....Pages 26-35 Multi Agent Carbon Trading Incorporating Human Traits and Game Theory....Pages 36-46 Fast and Incremental Neural Associative Memory Based Approach for Adaptive Open-Loop Structural Control in High-Rise Buildings....Pages 47-56 Emergence of Leadership in Evolving Robot Colony....Pages 57-65 Emergence of Purposive and Grounded Communication through Reinforcement Learning....Pages 66-75 An Action Selection Method Based on Estimation of Other’s Intention in Time-Varying Multi-agent Environments....Pages 76-85 Describing Human Identity Using Attributes....Pages 86-94 Visual Information of Endpoint Position Is Not Required for Prism Adaptation of Shooting Task....Pages 95-102 Q -Learning with Double Progressive Widening: Application to Robotics....Pages 103-112 User Identification for Instant Messages....Pages 113-120 Using Hybrid Kernel Method for Question Classification in CQA....Pages 121-130 Towards Understanding Spoken Tunisian Dialect....Pages 131-138 Topic Modeling of Chinese Language Using Character-Word Relations....Pages 139-147 Enrichment and Reductionism: Two Approaches for Web Query Classification....Pages 148-157 Dynamic Template Based Online Event Detection....Pages 158-166 Effect of Dimensionality Reduction on Different Distance Measures in Document Clustering....Pages 167-176 Diversifying Question Recommendations in Community-Based Question Answering....Pages 177-186 Classification of Multi-spike Trains and Its Application in Detecting Task Relevant Neural Cliques....Pages 187-196 Dreaming Your Fear Away: A Computational Model for Fear Extinction Learning during Dreaming....Pages 197-209 Simple Models for Synaptic Information Integration....Pages 210-216 On Rationality of Decision Models Incorporating Emotion-Related Valuing and Hebbian Learning....Pages 217-229 Evolving Probabilistic Spiking Neural Networks for Spatio-temporal Pattern Recognition: A Preliminary Study on Moving Object Recognition....Pages 230-239 Nonlinear Effect on Phase Response Curve of Neuron Model....Pages 240-250 Modulations of Electric Organ Discharge and Representation of the Modulations on Electroreceptors....Pages 251-258 Spiking Neural PID Controllers....Pages 259-267 Analysis on Wang’s k WTA with Stochastic Output Nodes....Pages 268-275 Regularizer for Co-existing of Open Weight Fault and Multiplicative Weight Noise....Pages 276-283 Research on a RBF Neural Network in Stereo Matching....Pages 284-291 An Evolutionary Algorithm Based Optimization of Neural Ensemble Classifiers....Pages 292-298 Stability Criterion of Discrete-Time Recurrent Neural Networks with Periodic Delays....Pages 299-306 Improved Global Robust Stability Criteria for Delayed BAM Neural Networks....Pages 307-314 High Order Hopfield Network with Self-feedback to Solve Crossbar Switch Problem....Pages 315-322 Use of a Sparse Structure to Improve Learning Performance of Recurrent Neural Networks....Pages 323-331 Recall Time Reduction of a Morphological Associative Memory Employing a Reverse Recall....Pages 332-339 Analyzing the Dynamics of Emotional Scene Sequence Using Recurrent Neuro-Fuzzy Network....Pages 340-347 Stress Classification for Gender Bias in Reading....Pages 348-355 Self-Adjusting Feature Maps Network....Pages 356-364 Statistical Nonparametric Bivariate Isotonic Regression by Look-Up-Table-Based Neural Networks....Pages 365-372 Recovery of Sparse Signal from an Analog Network Model....Pages 373-380 A VLSI Spiking Neural Network with Symmetric STDP and Associative Memory Operation....Pages 381-388 Method of Solving Combinatorial Optimization Problems with Stochastic Effects....Pages 389-394 Dynamic Response Behaviors of a Generalized Asynchronous Digital Spiking Neuron Model....Pages 395-404 Generalized PWC Analog Spiking Neuron Model and Reproduction of Fundamental Neurocomputational Properties....Pages 405-415 Implementation of Visual Attention System Using Artificial Retina Chip and Bottom-Up Saliency Map Model....Pages 416-423 Event-Driven Simulation of Arbitrary Spiking Neural Networks on SpiNNaker....Pages 424-430 Geometry vs. Appearance for Discriminating between Posed and Spontaneous Emotions....Pages 431-440 Towards Learning Inverse Kinematics with a Neural Network Based Tracking Controller....Pages 441-448 Enhanced Codebook Model for Real-Time Background Subtraction....Pages 449-458 Color Image Segmentation Based on Blocks Clustering and Region Growing....Pages 459-466 Speed Up Spatial Pyramid Matching Using Sparse Coding with Affinity Propagation Algorithm....Pages 467-474 Airport Detection in Remote Sensing Images Based on Visual Attention....Pages 475-484 A Method to Construct Visual Recognition Algorithms on the Basis of Neural Activity Data....Pages 485-494 Adaptive Colour Calibration for Object Tracking under Spatially-Varying Illumination Environments....Pages 495-505 Analog-Digital Circuit for Motion Detection Based on Vertebrate Retina and Its Application to Mobile Robot....Pages 506-513 Spatial Finite Non-gaussian Mixture for Color Image Segmentation....Pages 514-521 A Motion Detection Model Inspired by Hippocampal Function and Its FPGA Implementation....Pages 522-529 An Automated System for the Analysis of the Status of Road Safety Using Neural Networks....Pages 530-537 Decision Tree Based Recognition of Bangla Text from Outdoor Scene Images....Pages 538-546 Learning Global and Local Features for License Plate Detection....Pages 547-556 Intelligent Video Surveillance System Using Dynamic Saliency Map and Boosted Gaussian Mixture Model....Pages 557-564 Contour-Based Large Scale Image Retrieval....Pages 565-572 Three Dimensional Surface Temperature Measurement System....Pages 573-581 A Markov Random Field Model for Image Segmentation Based on Gestalt Laws....Pages 582-591 Weber’s Law Based Center-Surround Hypothesis for Bottom-Up Saliency Detection....Pages 592-600 Multi-scale Image Analysis Based on Non-Classical Receptive Field Mechanism....Pages 601-610 Visual Constructed Representations for Object Recognition and Detection....Pages 611-620 Multiview Range Image Registration Using Competitive Associative Net and Leave-One-Image-Out Cross-Validation Error....Pages 621-628 Multi-view Pedestrian Recognition Using Shared Dictionary Learning with Group Sparsity....Pages 629-638 A Feature Selection Approach for Emulating the Structure of Mental Representations....Pages 639-648 Super Resolution of Text Image by Pruning Outlier....Pages 649-656 Integrating Local Features into Discriminative Graphlets for Scene Classification....Pages 657-666 Opponent and Feedback: Visual Attention Captured....Pages 667-675 Depth from Defocus via Discriminative Metric Learning....Pages 676-683 Analysis of the Proton Mediated Feedback Signals in the Outer Plexiform Layer of Goldfish Retina....Pages 684-691 Modeling Manifold Ways of Scene Perception....Pages 692-699 Utilization of a Virtual Patient Model to Enable Tailored Therapy for Depressed Patients....Pages 700-710 Learning Based Visibility Measuring with Images....Pages 711-718 Polynomial Time Algorithm for Learning Globally Optimal Dynamic Bayesian Network....Pages 719-729 A Hybrid FMM-CART Model for Fault Detection and Diagnosis of Induction Motors....Pages 730-736 A Multimodal Information Collector for Content-Based Image Retrieval System....Pages 737-746 Graphical Lasso Quadratic Discriminant Function for Character Recognition....Pages 747-755 Denial-of-Service Attack Detection Based on Multivariate Correlation Analysis....Pages 756-765 Deep Belief Networks for Financial Prediction....Pages 766-773 Uncertainty Measure for Selective Sampling Based on Class Probability Output Networks....Pages 774-781 Back Matter....Pages -