Advances in Neural Networks – ISNN 2015: 12th International Symposium on Neural Networks, ISNN 2015, Jeju, South Korea, October 15–18, 2015, Proceedings

Front Matter....Pages -
Front Matter....Pages 1-1
A Novel T-S Fuzzy Model Based Adaptive Synchronization Control Scheme for Nonlinear Large-Scale Systems with Uncertainties and Time-Delay....Pages 3-10
Finite-Time Control for Markov Jump Systems with Partly Known Transition Probabilities and Time-Varying Polytopic Uncertainties....Pages 11-18
Hybrid Function Projective Synchronization of Unknown Cohen-Grossberg Neural Networks with Time Delays and Noise Perturbation....Pages 19-27
Neural Dynamic Surface Control for Three-Phase PWM Voltage Source Rectifier....Pages 28-35
A Terminal-Sliding-Mode-Based Frequency Regulation....Pages 36-42
A New Discrete-Time Iterative Adaptive Dynamic Programming Algorithm Based on Q-Learning....Pages 43-52
Adaptive Neural Network Control for a Class of Stochastic Nonlinear Strict-Feedback Systems....Pages 53-61
Event-Triggered H ∞  Control for Continuous-Time Nonlinear System....Pages 62-70
Adaptive Control of a Class of Nonlinear Systems with Parameterized Unknown Dynamics....Pages 71-80
H ∞  Control Synthesis for Linear Parabolic PDE Systems with Model-Free Policy Iteration....Pages 81-90
Exponential Synchronization of Complex Delayed Dynamical Networks with Uncertain Parameters via Intermittent Control....Pages 91-98
Inverse-Free Scheme of G1 Type to Velocity-Level Inverse Kinematics of Redundant Robot Manipulators....Pages 99-108
Design of Fuzzy-Neural-Network-Inherited Backstepping Control for Unmanned Underwater Vehicle....Pages 109-118
Front Matter....Pages 119-119
A New Sampled-Data State Estimator for Neural Networks of Neutral-Type with Time-Varying Delays....Pages 121-128
Exponential Lag Synchronization for Delayed Cohen-Grossberg Neural Networks with Discontinuous Activations....Pages 129-137
Mean Square Exponential Stability of Stochastic Delayed Static Neural Networks with Markovian Switching....Pages 138-145
Robust Multistability and Multiperiodicity of Neural Networks with Time Delays....Pages 146-153
Front Matter....Pages 155-155
A Novel Four-Dimensional Memristive Hyperchaotic System with Its Analog Circuit Implementation....Pages 157-165
Memristor Crossbar Array for Image Storing....Pages 166-173
Lagrange Stability for Memristor-Based Neural Networks with Time-Varying Delay via Matrix Measure....Pages 174-181
Front Matter....Pages 155-155
Multistability of Memristive Neural Networks with Non-monotonic Piecewise Linear Activation Functions....Pages 182-191
Global Exponential Anti-synchronization of Coupled Memristive Chaotic Neural Networks with Time-Varying Delays....Pages 192-201
Front Matter....Pages 203-203
Representative Video Action Discovery Using Interactive Non-negative Matrix Factorization....Pages 205-212
Image Retrieval Based on Texture Direction Feature and Online Feature Selection....Pages 213-221
Interlinked Convolutional Neural Networks for Face Parsing....Pages 222-231
Image Tag Completion by Local Learning....Pages 232-239
Haarlike Feature Revisited: Fast Human Detection Based on Multiple Channel Maps....Pages 240-247
Wood Surface Quality Detection and Classification Using Gray Level and Texture Features....Pages 248-257
Aerial Scene Classification with Convolutional Neural Networks....Pages 258-265
Front Matter....Pages 267-267
A New Method for Image Quantization Based on Adaptive Region Related Heterogeneous PCNN....Pages 269-278
Noisy Image Fusion Based on a Neural Network with Linearly Constrained Least Square Optimization....Pages 279-286
A Singing Voice/Music Separation Method Based on Non-negative Tensor Factorization and Repeat Pattern Extraction....Pages 287-296
Automatic Extraction of Cervical Vertebrae from Ultrasonography with Fuzzy ART Clustering....Pages 297-304
Fast Basis Searching Method of Adaptive Fourier Decomposition Based on Nelder-Mead Algorithm for ECG Signals....Pages 305-314
Frequency Recognition Based on Wavelet-Independent Component Analysis for SSVEP-Based BCIs....Pages 315-323
Front Matter....Pages 325-325
An MCMC Based EM Algorithm for Mixtures of Gaussian Processes....Pages 327-334
Automatic Model Selection of the Mixtures of Gaussian Processes for Regression....Pages 335-344
An Effective Model Selection Criterion for Mixtures of Gaussian Processes....Pages 345-354
Orthogonal Basis Extreme Learning Algorithm and Function Approximation....Pages 355-364
Large Scale Text Clustering Method Study Based on MapReduce....Pages 365-372
Front Matter....Pages 325-325
Representing Data by Sparse Combination of Contextual Data Points for Classification....Pages 373-381
A Novel K-Means Evolving Spiking Neural Network Model for Clustering Problems....Pages 382-389
Prediction of Individual Fish Trajectory from Its Neighbors’ Movement by a Recurrent Neural Network....Pages 390-397
Short-Term Wind Speed Forecasting Using a Multi-model Ensemble....Pages 398-406
Front Matter....Pages 407-407
Power Control Optimization Method for Transmitted Signals in OFDM Communication Systems....Pages 409-417
A Neurodynamic Optimization Approach to Bilevel Linear Programming....Pages 418-425
A Nonlinear Neural Network’s Stability Analysis and Its kWTA Application....Pages 426-435
Continuous-Time Multi-agent Network for Distributed Least Absolute Deviation....Pages 436-443
A Fully Complex-Valued Neural Network for Rapid Solution of Complex-Valued Systems of Linear Equations....Pages 444-451
Front Matter....Pages 453-453
Sparse Representation via Intracellular and Extracellular Mechanisms....Pages 455-462
Load Balancing Algorithm Based on Neural Network in Heterogeneous Wireless Networks....Pages 463-472
Real-Time Multi-Application Network Traffic Identification Based on Machine Learning....Pages 473-480
A New Virus-Antivirus Spreading Model....Pages 481-488
Exploring Feature Extraction and ELM in Malware Detection for Android Devices....Pages 489-498
Data-Driven Optimization of SIRMs Connected Neural-Fuzzy System with Application to Cooling and Heating Loads Prediction....Pages 499-507
Back Matter....Pages -