Artificial Neural Networks and Machine Learning -- ICANN 2013

NeuralNetwork.- Unsupervised Online Calibration of a c-VEP Brain-Computer Interface (BCI).- A Biologically Inspired Model for the Detection of External and Internal Head Motions.- Cortically Inspired Sensor Fusion Network for Mobile Robot Heading Estimation.- Learning Sensorimotor Transformations with Dynamic Neural Fields.- Cognitive Sciences and Neuroscience.- Learning Temporally Precise Spiking Patterns through Reward Modulated Spike-Timing-Dependent Plasticity.- Memory Trace in Spiking Neural Networks.- Attention-Gated Reinforcement Learning in Neural Networks-A Unified View.- Dynamic Memory for Robot Control Using Delay-Based Coincidence Detection Neurones.- Robust Principal Component Analysis for Brain Imaging.- Phase Control of Coupled Neuron Oscillators.- Dendritic Computations in a Rall Model with Strong Distal Stimulation.- Modeling Action Verb Semantics Using Motion Tracking.- Evolution of Dendritic Morphologies Using Deterministic and Genotype to Phenotype Mapping.- Sparseness Controls the Receptive Field Characteristics of V4 Neurons: Generation of Curvature Selectivity in V4.- Pattern Recognition and Classification.- Handwritten Digit Recognition with Pattern Transformations and Neural Network Averaging.- Echo State Networks in Dynamic Data Clustering.- Self-Organization in Parallel Coordinates.- A General Image Representation Scheme and Its Improvement for Image Analysis.- Learning Features for Activity Recognition with Shift-Invariant Sparse Coding.- Hearing Aid Classification Based on Audiology Data.- BLSTM-RNN Based 3D Gesture Classification.- Feature Selection for Neural Network-Based Interval Forecasting of Electricity Demand Data.- A Combination of Hand-Crafted and Hierarchical High-Level Learnt Feature Extraction for Music Genre Classification.- Exploration of Loneliness Questionnaires Using the Self-Organising Map.- An Effective Dynamic Gesture Recognition System Based on the Feature Vector Reduction for SURF and LCS.- Feature Weighting byMaximum Distance Minimization.- Training Computationally Efficient Smartphone-Based Human Activity Recognition Models.- A Novel Procedure for Training L1-L2 Support Vector Machine Classifiers.- Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception.- Neural Network Applications in Control and Robotics Time-Series Forecasting of Indoor Temperature Using Pre-trained Deep Neural Networks.- Recurrent Fuzzy-Neural Network with Fast Learning Algorithm for Predictive Control.- Real-Time Interface Board for Closed-Loop Robotic Tasks on the SpiNNaker Neural Computing System.- A Software Framework for Cognition, Embodiment, Dynamics, and Autonomy in Robotics: cedar.- Adaptive Critic Neural Network Solution of Optimal Control Problems Discrete Time Delays.- Emotion Generation System Considering Complex Emotion Based on MaC Model with Neural Networks.- Neuro-Optimal Controller for Robot Manipulators.- Learning to Walk Using a Recurrent Neural Network with Time Delay.- The Imbalance Network and Incremental Evolution for Mobile Robot Nervous System Design.- Balancing of a Simulated Inverted Pendulum Using the NeuraBase Network Model.- Coordinated Rule Acquisition of Decision Making on Supply Chain by Exploitation-Oriented Reinforcement Learning -Beer Game as an Example.-Other Applications of Neural Networks.- Using Exponential Kernel for Word Sense Disambiguation.- Independent Component Analysis Filtration for Value at Risk Modelling.- Wind Power Resource Estimation with Deep Neural Networks.- Wavelet Neural Networks for Electricity Load Forecasting - Dealing with Border Distortion and Shift Invariance.- Interactive Two-Level WEBSOM for Organizational Exploration.- Optimal Operation of Electric Power Production System without Transmission Losses Using Artificial Neural Networks Based on Augmented Lagrange Multiplier Method.- An Echo State Network with Working Memories for Probabilistic Language Modeling.- Using the Analytic FeatureFramework for the Detection of Occluded Objects.- Boltzmann Machines for Image Denoising.- Comparison on Late Fusion Methods of Low Level Features for Content Based Image Retrieval.- Vehicle Plate Recognition Using Improved Neocognitron Neural Network.