Artificial Neural Networks and Machine Learning – ICANN 2013: 23rd International Conference on Artificial Neural Networks Sofia, Bulgaria, September 10-13, 2013. Proceedings

Front Matter....Pages -
Hessian Corrected Input Noise Models....Pages 1-8
Model-Based Clustering of Temporal Data....Pages 9-16
Fast Approximation Method for Gaussian Process Regression Using Hash Function for Non-uniformly Distributed Data....Pages 17-25
An Analytical Approach to Single Node Delay-Coupled Reservoir Computing....Pages 26-33
Applying General-Purpose Data Reduction Techniques for Fast Time Series Classification....Pages 34-41
Two-Layer Vector Perceptron....Pages 42-49
Local Detection of Communities by Neural-Network Dynamics....Pages 50-57
The Super-Turing Computational Power of Interactive Evolving Recurrent Neural Networks....Pages 58-65
Group Fused Lasso....Pages 66-73
Exponential Synchronization of a Class of RNNs with Discrete and Distributed Delays....Pages 74-81
Variational Foundations of Online Backpropagation....Pages 82-89
GNMF with Newton-Based Methods....Pages 90-97
Improving the Associative Rule Chaining Architecture....Pages 98-105
A Two-Stage Pretraining Algorithm for Deep Boltzmann Machines....Pages 106-113
A Low-Energy Implementation of Finite Automata by Optimal-Size Neural Nets....Pages 114-121
A Distributed Learning Algorithm Based on Frontier Vector Quantization and Information Theory....Pages 122-129
Efficient Baseline-Free Sampling in Parameter Exploring Policy Gradients: Super Symmetric PGPE....Pages 130-137
Direct Method for Training Feed-Forward Neural Networks Using Batch Extended Kalman Filter for Multi-Step-Ahead Predictions....Pages 138-145
Learning with Hard Constraints....Pages 146-153
Bidirectional Activation-based Neural Network Learning Algorithm....Pages 154-161
A Neural Network Model for Online Multi-Task Multi-Label Pattern Recognition....Pages 162-169
Novel Feature Selection and Kernel-Based Value Approximation Method for Reinforcement Learning....Pages 170-177
Learning of Lateral Interactions for Perceptual Grouping Employing Information Gain....Pages 178-185
On–Line Laplacian One–Class Support Vector Machines....Pages 186-193
OSA: One-Class Recursive SVM Algorithm with Negative Samples for Fault Detection....Pages 194-207
EEG Dataset Reduction and Classification Using Wave Atom Transform....Pages 208-215
Embodied Language Understanding with a Multiple Timescale Recurrent Neural Network....Pages 216-223
Unsupervised Online Calibration of a c-VEP Brain-Computer Interface (BCI)....Pages 224-231
A Biologically Inspired Model for the Detection of External and Internal Head Motions....Pages 232-239
Cortically Inspired Sensor Fusion Network for Mobile Robot Heading Estimation....Pages 240-247
Learning Sensorimotor Transformations with Dynamic Neural Fields....Pages 248-255
Learning Temporally Precise Spiking Patterns through Reward Modulated Spike-Timing-Dependent Plasticity....Pages 256-263
Memory Trace in Spiking Neural Networks....Pages 264-271
Attention-Gated Reinforcement Learning in Neural Networks—A Unified View....Pages 272-279
Dynamic Memory for Robot Control Using Delay-Based Coincidence Detection Neurones....Pages 280-287
Robust Principal Component Analysis for Brain Imaging....Pages 288-295
Phase Control of Coupled Neuron Oscillators....Pages 296-303
Dendritic Computations in a Rall Model with Strong Distal Stimulation....Pages 304-311
Modeling Action Verb Semantics Using Motion Tracking....Pages 312-318
Evolution of Dendritic Morphologies Using Deterministic and Nondeterministic Genotype to Phenotype Mapping....Pages 319-326
Sparseness Controls the Receptive Field Characteristics of V4 Neurons: Generation of Curvature Selectivity in V4....Pages 327-334
Handwritten Digit Recognition with Pattern Transformations and Neural Network Averaging....Pages 335-342
Echo State Networks in Dynamic Data Clustering....Pages 343-350
Self-Organization in Parallel Coordinates....Pages 351-358
A General Image Representation Scheme and Its Improvement for Image Analysis....Pages 359-366
Learning Features for Activity Recognition with Shift-Invariant Sparse Coding....Pages 367-374
Hearing Aid Classification Based on Audiology Data....Pages 375-380
BLSTM-RNN Based 3D Gesture Classification....Pages 381-388
Feature Selection for Neural Network-Based Interval Forecasting of Electricity Demand Data....Pages 389-396
A Combination of Hand-Crafted and Hierarchical High-Level Learnt Feature Extraction for Music Genre Classification....Pages 397-404
Exploration of Loneliness Questionnaires Using the Self-Organising Map....Pages 405-411
An Effective Dynamic Gesture Recognition System Based on the Feature Vector Reduction for SURF and LCS....Pages 412-419
Feature Weighting by Maximum Distance Minimization....Pages 420-425
Training Computationally Efficient Smartphone–Based Human Activity Recognition Models....Pages 426-433
A Novel Procedure for Training L1-L2 Support Vector Machine Classifiers....Pages 434-441
Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception....Pages 442-450
Time-Series Forecasting of Indoor Temperature Using Pre-trained Deep Neural Networks....Pages 451-458
Recurrent Fuzzy-Neural Network with Fast Learning Algorithm for Predictive Control....Pages 459-466
Real-Time Interface Board for Closed-Loop Robotic Tasks on the SpiNNaker Neural Computing System....Pages 467-474
A Software Framework for Cognition, Embodiment, Dynamics, and Autonomy in Robotics: Cedar ....Pages 475-482
Adaptive Critic Neural Network Solution of Optimal Control Problems with Discrete Time Delays....Pages 483-494
Emotion Generation System Considering Complex Emotion Based on MaC Model with Neural Networks....Pages 495-502
Neuro-Optimal Controller for Robot Manipulators....Pages 503-510
Learning to Walk Using a Recurrent Neural Network with Time Delay....Pages 511-518
The Imbalance Network and Incremental Evolution for Mobile Robot Nervous System Design....Pages 519-526
Balancing of a Simulated Inverted Pendulum Using the NeuraBase Network Model....Pages 527-536
Coordinated Rule Acquisition of Decision Making on Supply Chain by Exploitation-Oriented Reinforcement Learning....Pages 537-544
Using Exponential Kernel for Word Sense Disambiguation....Pages 545-552
Independent Component Analysis Filtration for Value at Risk Modelling....Pages 553-562
Wind Power Resource Estimation with Deep Neural Networks....Pages 563-570
Wavelet Neural Networks for Electricity Load Forecasting – Dealing with Border Distortion and Shift Invariance....Pages 571-578
Interactive Two-Level WEBSOM for Organizational Exploration....Pages 579-585
Optimal Operation of Electric Power Production System without Transmission Losses Using Artificial Neural Networks Based on Augmented Lagrange Multiplier Method....Pages 586-594
An Echo State Network with Working Memories for Probabilistic Language Modeling....Pages 595-602
Using the Analytic Feature Framework for the Detection of Occluded Objects....Pages 603-610
Boltzmann Machines for Image Denoising....Pages 611-618
Comparison on Late Fusion Methods of Low Level Features for Content Based Image Retrieval....Pages 619-627
Vehicle Plate Recognition Using Improved Neocognitron Neural Network....Pages 628-640
Back Matter....Pages -