Neural Information Processing. Theory and Algorithms: 17th International Conference, ICONIP 2010, Sydney, Australia, November 22-25, 2010, Proceedings, Part I

Front Matter....Pages -
Bayesian Interpretation of Border-Ownership Signals in Early Visual Cortex....Pages 1-8
A Computational Model That Enables Global Amodal Completion Based on V4 Neurons....Pages 9-16
Quantitative Modeling of Neuronal Dynamics in C. elegans ....Pages 17-24
Human Localization by Fuzzy Spiking Neural Network Based on Informationally Structured Space....Pages 25-32
Computational Model of the Cerebral Cortex That Performs Sparse Coding Using a Bayesian Network and Self-Organizing Maps....Pages 33-40
Complex Spiking Models: A Role for Diffuse Thalamic Projections in Complex Cortical Activity....Pages 41-48
Mutual Information Analyses of Chaotic Neurodynamics Driven by Neuron Selection Methods in Synchronous Exponential Chaotic Tabu Search for Quadratic Assignment Problems....Pages 49-57
A General-Purpose Model Translation System for a Universal Neural Chip....Pages 58-65
Realizing Ideal Spatiotemporal Chaotic Searching Dynamics for Optimization Algorithms Using Neural Networks....Pages 66-73
A Multiple Sound Source Recognition System Using Pulsed Neuron Model with Short Term Synaptic Depression....Pages 74-81
A Model of Path Integration and Navigation Based on Head Direction Cells in Entorhinal Cortex....Pages 82-90
Model Studies on Time-Scaled Phase Response Curves and Synchronization Transition....Pages 91-98
Roles of Early Vision for the Dynamics of Border-Ownership Selective Neurons....Pages 99-106
Theoretical Analysis of Various Synchronizations in Pulse-Coupled Digital Spiking Neurons....Pages 107-115
Emergence of Highly Nonrandom Functional Synaptic Connectivity Through STDP....Pages 116-123
Modulation of Corticofugal Signals by Synaptic Changes in Bat’s Auditory System....Pages 124-131
Efficient Representation by Horizontal Connection in Primary Visual Cortex....Pages 132-139
Stimulation of the Retinal Network in Bionic Vision Devices: From Multi-Electrode Arrays to Pixelated Vision....Pages 140-147
Spatial Feature Extraction by Spike Timing Dependent Synaptic Modification....Pages 148-154
Learning Shapes Bifurcations of Neural Dynamics upon External Stimuli....Pages 155-162
Towards Spatio-Temporal Pattern Recognition Using Evolving Spiking Neural Networks....Pages 163-170
Real-Time Simulation of Phosphene Images Evoked by Electrical Stimulation of the Visual Cortex....Pages 171-178
An Effect of Inhibitory Connections on Synchronous Firing Assembly in the Inhibitory Connected Pulse Coupled Neural Network....Pages 179-187
Array-Enhanced Stochastic Resonance in a Network of Noisy Neuromorphic Circuits....Pages 188-195
Modelling the Interplay of Emotions, Beliefs and Intentions within Collective Decision Making Based on Insights from Social Neuroscience....Pages 196-206
Visual Selective Attention Model Considering Bottom-Up Saliency and Psychological Distance....Pages 207-214
Free-Energy Based Reinforcement Learning for Vision-Based Navigation with High-Dimensional Sensory Inputs....Pages 215-222
Dependence on Memory Pattern in Sensitive Response of Memory Fragments among Three Types of Chaotic Neural Network Models....Pages 223-230
A Stimulus-Response Neural Network Model Prepared by Top-Down Signals....Pages 231-238
A Novel Shape-Based Image Classification Method by Featuring Radius Histogram of Dilating Discs Filled into Regular and Irregular Shapes....Pages 239-246
Learning Visual Object Categories and Their Composition Based on a Probabilistic Latent Variable Model....Pages 247-254
Evidence for False Memory before Deletion in Visual Short-Term Memory....Pages 255-261
Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations....Pages 262-269
Computational Modeling and Analysis of the Role of Physical Activity in Mood Regulation and Depression....Pages 270-281
Representation of Hypertext Documents Based on Terms, Links and Text Compressibility....Pages 282-289
A Heuristic-Based Feature Selection Method for Clustering Spam Emails....Pages 290-297
Enhancement of Subjective Logic for Semantic Document Analysis Using Hierarchical Document Signature....Pages 298-306
Is Comprehension Useful for Mobile Semantic Search Engines?....Pages 307-313
A Novel Text Classification Approach Based on Deep Belief Network....Pages 314-321
A Probability Click Tracking Model Analysis of Web Search Results....Pages 322-329
Intention Extraction from Text Messages....Pages 330-337
m-SNE: Multiview Stochastic Neighbor Embedding....Pages 338-346
Learning Parametric Dynamic Movement Primitives from Multiple Demonstrations....Pages 347-354
An Algorithm on Multi-View Adaboost....Pages 355-362
An Analysis of Speaker Recognition Using Bagging CAN2 and Pole Distribution of Speech Signals....Pages 363-370
Sparse and Low-Rank Estimation of Time-Varying Markov Networks with Alternating Direction Method of Multipliers....Pages 371-379
Nearest Hit-Misses Component Analysis for Supervised Metric Learning....Pages 380-387
Backward-Forward Least Angle Shrinkage for Sparse Quadratic Optimization....Pages 388-396
An Enhanced Semi-supervised Recommendation Model Based on Green’s Function....Pages 397-404
Reinforcement Learning by KFM Probabilistic Associative Memory Based on Weights Distribution and Area Neuron Increase and Decrease....Pages 405-413
Extraction of Reward-Related Feature Space Using Correlation-Based and Reward-Based Learning Methods....Pages 414-421
Stationary Subspace Analysis as a Generalized Eigenvalue Problem....Pages 422-429
A Multi-class Object Classifier Using Boosted Gaussian Mixture Model....Pages 430-437
Adaptive Ensemble Based Learning in Non-stationary Environments with Variable Concept Drift....Pages 438-445
High Dimensional Non-linear Modeling with Bayesian Mixture of CCA....Pages 446-453
The Iso-regularization Descent Algorithm for the LASSO....Pages 454-461
Logistic Label Propagation for Semi-supervised Learning....Pages 462-469
A New Framework for Small Sample Size Face Recognition Based on Weighted Multiple Decision Templates....Pages 470-477
An Information-Spectrum Approach to Analysis of Return Maximization in Reinforcement Learning....Pages 478-485
Analytical Approach to Noise Effects on Synchronization in a System of Coupled Excitable Elements....Pages 486-493
Learning ECOC and Dichotomizers Jointly from Data....Pages 494-502
Wavelet Entropy Measure Based on Matching Pursuit Decomposition and Its Analysis to Heartbeat Intervals....Pages 503-511
Application Rough Sets Theory to Ordinal Scale Data for Discovering Knowledge....Pages 512-519
Dynamic Population Variation Genetic Programming with Kalman Operator for Power System Load Modeling....Pages 520-531
A Robust Iris Segmentation with Fuzzy Supports....Pages 532-539
An Adaptive Local Search Based Genetic Algorithm for Solving Multi-objective Facility Layout Problem....Pages 540-550
Non–uniform Layered Clustering for Ensemble Classifier Generation and Optimality....Pages 551-558
Membership Enhancement with Exponential Fuzzy Clustering for Collaborative Filtering....Pages 559-566
Real-Valued Multimodal Fitness Landscape Characterization for Evolution....Pages 567-574
Reranking for Stacking Ensemble Learning....Pages 575-584
A Three-Strategy Based Differential Evolution Algorithm for Constrained Optimization....Pages 585-592
A New Expansion of Cooperative Particle Swarm Optimization....Pages 593-600
Adaptive Ensemble Learning Strategy Using an Assistant Classifier for Large-Scale Imbalanced Patent Categorization....Pages 601-608
Adaptive Decision Making in Ant Colony System by Reinforcement Learning....Pages 609-617
A Cooperative Coevolutionary Algorithm for the Composite SaaS Placement Problem in the Cloud....Pages 618-625
A Swarm Intelligence Approach to the Quadratic Multiple Knapsack Problem....Pages 626-633
Rough-Set-Based Association Rules Applied to Brand Trust Evaluation Model....Pages 634-641
A Genetic Algorithm to Find Pareto-optimal Solutions for the Dynamic Facility Layout Problem with Multiple Objectives....Pages 642-651
Topological Hierarchical Tree Using Artificial Ants....Pages 652-659
Bottom-Up Generative Modeling of Tree-Structured Data....Pages 660-668
Exploit of Online Social Networks with Community-Based Graph Semi-Supervised Learning....Pages 669-678
Hierarchical Lossless Image Coding Using Cellular Neural Network....Pages 679-686
Multivariate Decision Tree Function Approximation for Reinforcement Learning....Pages 687-694
Improving Hierarchical Document Signature Performance by Classifier Combination....Pages 695-702
The Discovery of Hierarchical Cluster Structures Assisted by a Visualization Technique....Pages 703-711
Back Matter....Pages -