Artificial Neural Networks – ICANN 2010: 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part II

Front Matter....Pages -
Convergence Improvement of Active Set Training for Support Vector Regressors....Pages 1-10
The Complex Gaussian Kernel LMS Algorithm....Pages 11-20
Support Vector Machines-Kernel Algorithms for the Estimation of the Water Supply in Cyprus....Pages 21-29
Faster Directions for Second Order SMO....Pages 30-39
Almost Random Projection Machine with Margin Maximization and Kernel Features....Pages 40-48
A New Tree Kernel Based on SOM-SD....Pages 49-58
Kernel-Based Learning from Infinite Dimensional 2-Way Tensors....Pages 59-69
Semi-supervised Facial Expressions Annotation Using Co-Training with Fast Probabilistic Tri-Class SVMs....Pages 70-75
An Online Incremental Learning Support Vector Machine for Large-scale Data....Pages 76-81
A Common Framework for the Convergence of the GSK, MDM and SMO Algorithms....Pages 82-87
The Support Feature Machine for Classifying with the Least Number of Features....Pages 88-93
Hidden Markov Model for Human Decision Process in a Partially Observable Environment....Pages 94-103
Representing, Learning and Extracting Temporal Knowledge from Neural Networks: A Case Study....Pages 104-113
Multi-Dimensional Deep Memory Atari-Go Players for Parameter Exploring Policy Gradients....Pages 114-123
Layered Motion Segmentation with a Competitive Recurrent Network....Pages 124-133
Selection of Training Data for Locally Recurrent Neural Network....Pages 134-137
A Statistical Appraoch to Image Reconstruction from Projections Problem Using Recurrent Neural Network....Pages 138-141
A Computational System of Metaphor Generation with Evaluation Mechanism....Pages 142-147
Recurrence Enhances the Spatial Encoding of Static Inputs in Reservoir Networks....Pages 148-153
Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks....Pages 154-159
A Hebbian-Based Reinforcement Learning Framework for Spike-Timing-Dependent Synapses....Pages 160-169
An Incremental Probabilistic Neural Network for Regression and Reinforcement Learning Tasks....Pages 170-179
Using Reinforcement Learning to Guide the Development of Self-organised Feature Maps for Visual Orienting....Pages 180-189
Exploring Continuous Action Spaces with Diffusion Trees for Reinforcement Learning....Pages 190-199
An Alternative Approach to the Revision of Ordinal Conditional Functions in the Context of Multi-Valued Logic....Pages 200-203
One-Shot Supervised Reinforcement Learning for Multi-targeted Tasks: RL-SAS....Pages 204-209
An Oscillatory Neural Network Model for Birdsong Learning and Generation....Pages 210-215
A Computational Neuromotor Model of the Role of Basal Ganglia and Hippocampus in Spatial Navigation....Pages 216-221
Reinforcement Learning Based Neural Controllers for Dynamic Processes without Exploration....Pages 222-227
A Neurocomputational Model of Nicotine Addiction Based on Reinforcement Learning....Pages 228-233
Teaching Humanoids to Imitate ‘Shapes’ of Movements....Pages 234-244
The Dynamics of a Neural Network of Coupled Phase Oscillators with Synaptic Plasticity Controlling a Minimally Cognitive Agent....Pages 245-255
Integrative Learning between Language and Action: A Neuro-Robotics Experiment....Pages 256-265
Sliding Mode Control of Robot Based on Neural Network Model with Positive Definite Inertia Matrix....Pages 266-275
Hardware Implementation of a CPG-Based Locomotion Control for Quadruped Robots....Pages 276-285
Evolutionary Strategies Used for the Mobile Robot Trajectory Tracking Control....Pages 286-295
A Novel Topological Map of Place Cells for Autonomous Robots....Pages 296-306
Hybrid Control Structure for Multi-robot Formation....Pages 307-316
From Conditioning of a Non Specific Sensor to Emotional Regulation of Behavior....Pages 317-326
A Robot Vision Algorithm for Navigating in and Creating a Topological Map of a Reconfigurable Maze....Pages 327-332
Generation of Comprehensible Representations by Supposed Maximum Information....Pages 333-342
Visualization of Changes in Process Dynamics Using Self-Organizing Maps....Pages 343-352
Functional Architectures and Hierarchies of Time Scales....Pages 353-361
A Novel Single-Trial Analysis Scheme for Characterizing the Presaccadic Brain Activity Based on a SON Representation....Pages 362-371
Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks....Pages 372-381
Self-Organizing Maps for Improving the Channel Estimation and Predictive Modelling Phase of Cognitive Radio Systems....Pages 382-391
Application of SOM-Based Visualization Maps for Time-Response Analysis of Industrial Processes....Pages 392-401
Snap-Drift Self Organising Map....Pages 402-409
Fault Severity Estimation in Rotating Mechanical Systems Using Feature Based Fusion and Self-Organizing Maps....Pages 410-413
Self-Organization of Steerable Topographic Mappings as Basis for Translation Invariance....Pages 414-419
A Self-Organizing Map for Controlling Artificial Locomotion....Pages 420-425
Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees....Pages 426-431
Elementary Logical Reasoning in the SOM Output Space....Pages 432-437
Adaptive Critic Design with ESN Critic for Bioprocess Optimization....Pages 438-447
Correcting Errors in Optical Data Transmission Using Neural Networks....Pages 448-457
Adaptive Classifiers with ICI-Based Adaptive Knowledge Base Management....Pages 458-467
Multi Class Semi-Supervised Classification with Graph Construction Based on Adaptive Metric Learning....Pages 468-478
Genetically Tuned Controller of an Adaptive Cruise Control for Urban Traffic Based on Ultrasounds....Pages 479-485
Adaptive Local Fusion with Neural Networks....Pages 486-491
A Controlling Strategy for an Active Vision System Based on Auditory and Visual Cues....Pages 492-497
A One-Layer Dual Neural Network with a Unipolar Hard-Limiting Activation Function for Shortest-Path Routing....Pages 498-505
Optimizing Hierarchical Temporal Memory for Multivariable Time Series....Pages 506-518
Solving Independent Component Analysis Contrast Functions with Particle Swarm Optimization....Pages 519-524
Binary Minimization: Increasing the Attraction Area of the Global Minimum in the Binary Optimization Problem....Pages 525-530
An Artificial Immune Network for Multi-objective Optimization....Pages 531-536
Back Matter....Pages -