Advances in Neural Networks - ISNN 2015

Networks with Non-monotonic Piecewise Linear Activation Functions.- Global Exponential Anti-synchronization of Coupled Memristive Chaotic Neural Networks with Time-varying Delays.- Computer Vision.- Representative Video Action Discovery Using Interactive Non-negative Matrix Factorization.- Image Retrieval Based on Texture Direction Feature and Online Feature Selection.- Interlinked Convolutional Neural Networks for Face Parsing.- Image Tag Completion by Local Learning.- Haarlike Feature Revisited: Fast Human Detection Based on Multiple Channel Maps.- Wood Surface Quality Detection and Classification Using Gray Level and Texture Features.- Aerial Scene Classification with Convolutional Neural Networks.- Signal Processing.- A New Method for Image Quantization Based on Adaptive Region Related Heterogeneous PCNN.- Noisy Image Fusion Based on a Neural Network with Linearly Constrained Least Square Optimization.- A Singing Voice/Music Separation Method Based on Non-negative Tensor Factorization and Repeat Pattern Extraction.- Automatic Extraction of Cervical Vertebrae from Ultrasonography with Fuzzy ART Clustering.- Fast Basis Searching Method of Adaptive Fourier Decomposition Based on Nelder-Mead Algorithm for ECG Signals.- Frequency Recognition Based on Wavelet-Independent Component Analysis for SSVEP-Based BCIs.- Machine Learning.- An MCMC Based EM Algorithm for Mixtures of Gaussian Processes.- Automatic Model Selection of the Mixtures of Gaussian Processes for Regression.- An Effective Model Selection Criterion for Mixtures of Gaussian Processes.- Orthogonal Basis Extreme Learning Algorithm and Function Approximation.- Large Scale Text Clustering Method Study Based on MapReduce.- Representing Data by Sparse Combination of Contextual Data Points for Classification.- A Novel K-Means Evolving Spiking Neural Network Model for Clustering Problems.- Prediction of Individual Fish Trajectory from Its Neighbors' Movement by a Recurrent Neural Network.- Short-term Wind Speed Forecasting Using A Multi-model Ensemble.- Optimization.- Power Control Optimization Method for Transmitted Signals in OFDM Communication Systems.- A Neurodynamic Optimization Approach to Bilevel Linear Programming.- A Nonlinear Neural Network's Stability Analysis and Its kWTA Application.- Continuous-Time Multi-agent Network for Distributed Least Absolute Deviation.- A Fully Complex-Valued Neural Network for Rapid Solution of Complex-Valued Systems of Linear Equations.- Novel Approaches and Applications.- Sparse Representation via Intracellular and Extracellular Mechanisms.- Load Balancing Algorithm Based on Neural Network in Heterogeneous Wireless Networks.- Real-time Multi-Application Network Traffic Identification Based on Machine Learning.- A New Virus-Antivirus Spreading Model.- Exploring Feature Extraction and ELM in Malware Detection for Android Devices.- Data-Driven Optimization of SIRMs Connected Neural-Fuzzy System with Application to Cooling and Heating Loads Prediction.