Artificial Neural Networks and Machine Learning – ICANN 2011: 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part II

Front Matter....Pages -
A Markov Random Field Approach to Neural Encoding and Decoding....Pages 1-8
Weakly Supervised Learning of Foreground-Background Segmentation Using Masked RBMs....Pages 9-16
Recursive Multi-Way PLS for Adaptive Calibration of Brain Computer Interface System....Pages 17-24
Transformation of Edge Weights in a Graph Bipartitioning Problem....Pages 25-31
A Distributed Behavioral Model Using Neural Fields....Pages 32-39
A Hypothetical Free Synaptic Energy Function and Related States of Synchrony....Pages 40-47
Observational Learning Based on Models of Overlapping Pathways....Pages 48-55
On the Capacity of Transient Internal States in Liquid-State Machines....Pages 56-63
Hybrid Parallel Classifiers for Semantic Subspace Learning....Pages 64-70
Temperature Prediction in Electric Arc Furnace with Neural Network Tree....Pages 71-78
Optimizing Linear Discriminant Error Correcting Output Codes Using Particle Swarm Optimization....Pages 79-86
SOS-HMM: Self-Organizing Structure of Hidden Markov Model....Pages 87-94
Image Receptive Fields Neural Networks for Object Recognition....Pages 95-102
A Comparison of the Electric Potential through the Membranes of Ganglion Neurons and Neuroblastoma Cells....Pages 103-110
SNPboost: Interaction Analysis and Risk Prediction on GWA Data....Pages 111-118
Binary Patterns Identification by Vector Neural Network with Measure of Proximity between Neuron States....Pages 119-126
Emerging Bayesian Priors in a Self-Organizing Recurrent Network....Pages 127-134
Momentum Acceleration of Least–Squares Support Vector Machines....Pages 135-142
Fast Support Vector Training by Newton’s Method....Pages 143-150
Linear Operators and Stochastic Partial Differential Equations in Gaussian Process Regression....Pages 151-158
Learning from Multiple Annotators with Gaussian Processes....Pages 159-164
Estimation of the Number of Clusters Using Heterogeneous Multiple Classifier System....Pages 165-172
A Distributed Self-adaptive Nonparametric Change-Detection Test for Sensor/Actuator Networks....Pages 173-180
Weighted Mutual Information for Feature Selection....Pages 181-188
Face Prediction from fMRI Data during Movie Stimulus: Strategies for Feature Selection....Pages 189-196
The Authentication System for Multi-modal Behavior Biometrics Using Concurrent Pareto Learning SOM....Pages 197-204
Hermite Polynomials and Measures of Non-gaussianity....Pages 205-212
Complex-Valued Independent Component Analysis of Natural Images....Pages 213-220
Improving Gaussian Process Value Function Approximation in Policy Gradient Algorithms....Pages 221-228
Application of Nonlinear Neural Network Model for Self Sensing Characteristic in an Ionic Polymer Metal Composite (IPMC) Actuator....Pages 229-236
Optimal Control Using Functional Type SIRMs Fuzzy Reasoning Method....Pages 237-244
High-Dimensional Surveillance....Pages 245-252
A One-Layer Dual Recurrent Neural Network with a Heaviside Step Activation Function for Linear Programming with Its Linear Assignment Application....Pages 253-260
Neural Network Solution of Optimal Control Problem with Control and State Constraints....Pages 261-268
Singular Perturbation Approach with Matsuoka Oscillator and Synchronization Phenomena....Pages 269-276
A RANSAC-Based ISOMAP for Filiform Manifolds in Nonlinear Dynamical Systems –An Application to Chaos in a Dripping Faucet–....Pages 277-284
Manifold Learning for Visualization of Vibrational States of a Rotating Machine....Pages 285-292
Bias of Importance Measures for Multi-valued Attributes and Solutions....Pages 293-300
A Computationally Efficient Information Estimator for Weighted Data....Pages 301-308
Top-Down Induction of Reduced Ordered Decision Diagrams from Neural Networks....Pages 309-316
A Framework for Application-Oriented Design of Large-Scale Neural Networks....Pages 317-324
A Dynamic Field Model of Ordinal and Timing Properties of Sequential Events....Pages 325-332
Robot Trajectory Prediction and Recognition Based on a Computational Mirror Neurons Model....Pages 333-340
A Sentence Generation Network That Learns Surface and Abstract Syntactic Structures....Pages 341-348
A Perceptual Memory System for Affordance Learning in Humanoid Robots....Pages 349-356
Probabilistic Proactive Timeline Browser....Pages 357-364
Person Tracking Based on a Hybrid Neural Probabilistic Model....Pages 365-372
Gaze- and Speech-Enhanced Content-Based Image Retrieval in Image Tagging....Pages 373-380
Modelling Hypothetical Wage Equation by Neural Networks....Pages 381-388
On the Designing of Spikes Band-Pass Filters for FPGA....Pages 389-396
An Information Geometrical View of Stationary Subspace Analysis....Pages 397-404
Forecasting Road Condition after Maintenance Works by Linear Methods and Radial Basis Function Networks....Pages 405-412
Multistart Strategy Using Delta Test for Variable Selection....Pages 413-420
Speech Recognition Based on the Processing Solutions of Auditory Cortex....Pages 421-428
A Geometric Bio-inspired Model for Recognition of Low-Level Structures....Pages 429-436
View-Tuned Approximate Partial Matching Kernel from Hierarchical Growing Neural Gases....Pages 437-445
ANGE – Automatic Neural Generator....Pages 446-453
Uncertainty Sampling-Based Active Selection of Datasetoids for Meta-learning....Pages 454-461
Learning Scheme for Complex Neural Networks Using Simultaneous Perturbation....Pages 462-469
Back Matter....Pages -