Advances in Neural Networks - ISNN 2017: 14th International Symposium, ISNN 2017, Sapporo, Hakodate, and Muroran, Hokkaido, Japan, June 21–26, 2017, Proceedings, Part II

Front Matter....Pages I-XXII
Front Matter....Pages 1-1
Human-Like Robot Arm Robust Nonlinear Control Using a Bio-inspired Controller with Uncertain Properties....Pages 3-10
Adaptive NNs Fault-Tolerant Control for Nonstrict-Feedback Nonlinear Systems....Pages 11-19
Neural Adaptive Dynamic Surface Control of Nonlinear Systems with Partially Constrained Tracking Errors and Input Saturation....Pages 20-27
An Application of Master-Slave ADALINE for State Estimation of Power System....Pages 28-35
Motion and Visual Control for an Upper-Limb Exoskeleton Robot via Learning....Pages 36-43
Approximation-Based Adaptive Neural Tracking Control of an Uncertain Robot with Output Constraint and Unknown Time-Varying Delays....Pages 44-51
Neural Network Based Power Tracking Control of Wind Farm....Pages 52-59
A Generalized Policy Iteration Adaptive Dynamic Programming Algorithm for Optimal Control of Discrete-Time Nonlinear Systems with Actuator Saturation....Pages 60-65
Exponential Stability of Neutral T-S Fuzzy Neural Networks with Impulses....Pages 66-74
Robust NN Control of the Manipulator in the Underwater Vehicle-Manipulator System....Pages 75-82
Nonsingular Terminal Sliding Mode Based Trajectory Tracking Control of an Autonomous Surface Vehicle with Finite-Time Convergence....Pages 83-92
Saturated Kinetic Control of Autonomous Surface Vehicles Based on Neural Networks....Pages 93-100
Virtual Structure Formation Control via Sliding Mode Control and Neural Networks....Pages 101-108
Neuro Adaptive Control of Asymmetrically Driven Mobile Robots with Uncertainties....Pages 109-117
Adaptive Neural Network Control for Constrained Robot Manipulators....Pages 118-127
How the Prior Information Shapes Neural Networks for Optimal Multisensory Integration....Pages 128-136
Fuzzy Uncertainty Observer Based Filtered Sliding Mode Trajectory Tracking Control of the Quadrotor....Pages 137-147
Local Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems....Pages 148-153
A Method Using the Lempel-Ziv Complexity to Detect Ventricular Tachycardia and Fibrillation....Pages 154-160
Finite-Time Synchronization of Uncertain Complex Networks with Nonidentical Nodes Based on a Special Unilateral Coupling Control....Pages 161-168
Front Matter....Pages 1-1
A Multiple-objective Neurodynamic Optimization to Electric Load Management Under Demand-Response Program....Pages 169-177
Neuro-Adaptive Containment Seeking of Multiple Networking Agents with Unknown Dynamics....Pages 178-186
Front Matter....Pages 187-187
Abnormal Event Detection in Videos Using Spatiotemporal Autoencoder....Pages 189-196
Enhancing Mastcam Images for Mars Rover Mission....Pages 197-206
A Collective Neurodynamic Optimization Approach to Nonnegative Tensor Decomposition....Pages 207-213
A Novel Spatial Information Model for Saliency Detection....Pages 214-221
Sparse Representation with Global and Nonlocal Self-similarity Prior for Single Image Super-Resolution....Pages 222-230
EMR: Extended Manifold Ranking for Saliency Detection....Pages 231-238
Saliency Detection Optimization via Modified Secondary Manifold Ranking and Blurring Depression....Pages 239-247
Noise Resistant Training for Extreme Learning Machine....Pages 248-256
Phase Constraint and Deep Neural Network for Speech Separation....Pages 257-265
A Neural Autoregressive Framework for Collaborative Filtering....Pages 266-273
Deep Semantics-Preserving Hashing Based Skin Lesion Image Retrieval....Pages 274-281
Fast Conceptor Classifier in Pre-trained Neural Networks for Visual Recognition....Pages 282-289
Video-Based Fire Detection with Saliency Detection and Convolutional Neural Networks....Pages 290-298
Leveraging Convolutions in Recurrent Neural Networks for Doppler Weather Radar Echo Prediction....Pages 299-309
Neuroadaptive PID-like Fault-Tolerant Control of High Speed Trains with Uncertain Model and Unknown Tracking/Braking Actuation Characteristics....Pages 310-317
A Programmable Memristor Potentiometer and Its Application in the Filter Circuit....Pages 318-325
Rapid Triangle Matching Based on Binary Descriptors....Pages 326-335
Front Matter....Pages 336-344
An Improved Symbol Entropy Algorithm Based on EMD for Detecting VT and VF....Pages 187-187
A Selective Transfer Learning Method for Concept Drift Adaptation....Pages 345-352
On the Co-absence of Input Terms in Higher Order Neuron Representation of Boolean Functions....Pages 353-361
A Genetic Approach to Fusion of Algorithms for Compressive Sensing....Pages 362-370
Industrial Oil Pipeline Leakage Detection Based on Extreme Learning Machine Method....Pages 371-379
Audio Source Separation from a Monaural Mixture Using Convolutional Neural Network in the Time Domain....Pages 380-387
Input Dimension Determination of Linear Feedback Neural Network Applied for System Identification of Linear Systems....Pages 388-395
Joining External Context Characters to Improve Chinese Word Embedding....Pages 396-404
Enhancing Auscultation Capability in Spacecraft....Pages 405-415
Underwater Moving Target Detection Based on Image Enhancement....Pages 416-426
Front Matter....Pages 427-436
A New Epileptic Seizure Detection Method Based on Degree Centrality and Linear Features....Pages 437-437
A Comparison Between Two Motion-Onset Visual BCI Patterns: Diffusion vs Contraction....Pages 439-446
Detecting Community Structure Based on Optimized Modularity by Genetic Algorithm in Resting-State fMRI....Pages 447-456
Pin Defect Inspection with X-ray Images....Pages 457-464
A Study on the Effects of Lesions on CA3b in Hippocampus....Pages 465-473
The Feature Extraction Method of EEG Signals Based on Transition Network....Pages 474-482
Deep Belief Networks for EEG-Based Concealed Information Test....Pages 483-490
Cluster Aggregation for Analyzing Event-Related Potentials....Pages 491-497
Detection of Epileptic Seizure in EEG Using Sparse Representation and EMD....Pages 498-506
Front Matter....Pages 507-515
Scaling of Texture in Training Autoencoders for Classification of Histological Images of Colorectal Cancer....Pages 516-523
Multi-channel EEG Classification Based on Fast Convolutional Feature Extraction....Pages 437-437
Hearing Loss Detection in Medical Multimedia Data by Discrete Wavelet Packet Entropy and Single-Hidden Layer Neural Network Trained by Adaptive Learning-Rate Back Propagation....Pages 524-532
Study on Differences of Early-Mid ERPs Induced by Emotional Face and Scene Images....Pages 533-540
Comparison of Functional Network Connectivity and Granger Causality for Resting State fMRI Data....Pages 541-549
Neural Oscillations as a Bridge Between GABAergic System and Emotional Behaviors....Pages 550-558
Impacts of Working Memory Training on Brain Network Topology....Pages 559-566
A Novel Biologically Inspired Hierarchical Model for Image Recommendation....Pages 567-574
Back Matter....Pages 575-582
....Pages 583-590