Advances in Neural Networks – ISNN 2016: 13th International Symposium on Neural Networks, ISNN 2016, St. Petersburg, Russia, July 6-8, 2016, Proceedings

Front Matter....Pages I-XX
Front Matter....Pages 1-1
Large Scale Image Steganalysis Based on MapReduce....Pages 3-11
Edge Detection Using Convolutional Neural Network....Pages 12-20
Spectral-spatial Classification of Hyperspectral Image Based on Locality Preserving Discriminant Analysis....Pages 21-29
Individual Independent Component Analysis on EEG: Event-Related Responses Vs. Difference Wave of Deviant and Standard Responses....Pages 30-39
Parallel Classification of Large Aerospace Images by the Multi-alternative Discrete Accumulation Method....Pages 40-48
Instantaneous Wavelet Correlation of Spectral Integrals Related to Records from Different EEG Channels....Pages 49-55
The Theory of Information Images: Modeling of Communicative Interactions of Individuals....Pages 56-65
A Two-Stage Channel Selection Model for Classifying EEG Activities of Young Adults with Internet Addiction....Pages 66-73
Text-independent Speaker Recognition Using Radial Basis Function Network....Pages 74-81
Usage of DNN in Speaker Recognition: Advantages and Problems....Pages 82-91
Boosted Inductive Matrix Completion for Image Tagging....Pages 92-99
Neurological Classifier Committee Based on Artificial Neural Networks and Support Vector Machine for Single-Trial EEG Signal Decoding....Pages 100-107
Calculation of Analogs for the Largest Lyapunov Exponents for Acoustic Data by Means of Artificial Neural Networks....Pages 108-114
Robust Acoustic Emotion Recognition Based on Cascaded Normalization and Extreme Learning Machines....Pages 115-123
Front Matter....Pages 125-125
Matrix-Valued Hopfield Neural Networks....Pages 127-134
Synchronization of Coupled Neural Networks with Nodes of Different Dimensions....Pages 135-142
Asymptotic Behaviors for Non-autonomous Difference Neural Networks with Impulses and Delays....Pages 143-151
Optimal Real-Time Price in Smart Grid via Recurrent Neural Network....Pages 152-159
Exponential Stability of Anti-periodic Solution of Cohen-Grossberg Neural Networks with Mixed Delays....Pages 160-167
Stability of Complex-Valued Cohen-Grossberg Neural Networks with Time-Varying Delays....Pages 168-176
Front Matter....Pages 125-125
Space-Time Structures of Recurrent Neural Networks with Controlled Synapses....Pages 177-184
A Practical Simulator of Associative Intellectual Machine....Pages 185-195
Hopfield Network with Interneuronal Connections Based on Memristor Bridges....Pages 196-203
Two-Dimensional Fast Orthogonal Neural Networks....Pages 204-210
Existence of Periodic Solutions to Non-autonomous Delay Cohen-Grossberg Neural Networks with Impulses on Time Scales....Pages 211-220
Front Matter....Pages 221-221
Improved Direct Finite-control-set Model Predictive Control Strategy with Delay Compensation and Simplified Computational Approach for Active Front-end Rectifiers....Pages 223-232
Distributed Tracking Control of Uncertain Multiple Manipulators Under Switching Topologies Using Neural Networks....Pages 233-241
A Novel Emergency Braking Method with Payload Swing Suppression for Overhead Crane Systems....Pages 242-249
Neural Network Approximation Based Multi-dimensional Active Control of Regenerative Chatter in Micro-milling....Pages 250-259
A Distributed Delay Consensus of Multi-Agent Systems with Nonlinear Dynamics in Directed Networks....Pages 260-268
Discrete-Time Two-Player Zero-Sum Games for Nonlinear Systems Using Iterative Adaptive Dynamic Programming ....Pages 269-276
Neural Network Technique in Boundary Value Problems for Ordinary Differential Equations....Pages 277-283
Transmission Synchronization Control of Multiple Non-identical Coupled Chaotic Systems....Pages 284-291
Pneumatic Manipulator with Neural Network Control....Pages 292-301
Dynamic Noise Reduction in the System Measuring Efficiency of Light Emitting Diodes....Pages 302-309
Neural Network Technique in Some Inverse Problems of Mathematical Physics....Pages 310-316
The Model of the Robot’s Hierarchical Behavioral Control System....Pages 317-327
Object Trajectory Association Rules for Tracking Trailer Boat in Low-frame-rate Videos....Pages 328-337
Learning Time-optimal Anti-swing Trajectories for Overhead Crane Systems....Pages 338-345
Attitude Estimation for UAV with Low-Cost IMU/ADS Based on Adaptive-Gain Complementary Filter....Pages 346-355
Front Matter....Pages 221-221
Hot-Redundancy CPCI Measurement and Control System Based on Probabilistic Neural Networks....Pages 356-364
Individually Adapted Neural Network for Pilot’s Final Approach Actions Modeling....Pages 365-372
Front Matter....Pages 373-373
On Neurochemical Aspects of Agent-Based Memory Model....Pages 375-384
Intelligent Route Choice Model for Passengers’ Movement in Subway Stations....Pages 385-392
A Gaussian Kernel-based Clustering Algorithm with Automatic Hyper-parameters Computation....Pages 393-400
Network Intrusion Detection with Bat Algorithm for Synchronization of Feature Selection and Support Vector Machines....Pages 401-408
Motion Detection in Asymmetric Neural Networks....Pages 409-417
Language Models with RNNs for Rescoring Hypotheses of Russian ASR....Pages 418-425
User-Level Twitter Sentiment Analysis with a Hybrid Approach....Pages 426-433
The Development of a Nonlinear Curve Fitter Using RBF Neural Networks with Hybrid Neurons....Pages 434-443
Networks of Coupled Oscillators for Cluster Analysis: Overview and Application Prospects....Pages 444-453
Day-Ahead Electricity Price Forecasting Using WT, MI and LSSVM Optimized by Modified ABC Algorithm....Pages 454-464
Categorization in Intentional Theory of Concepts....Pages 465-473
A Novel Incremental Class Learning Technique for Multi-class Classification....Pages 474-481
Basis Functions Comparative Analysis in Consecutive Data Smoothing Algorithms....Pages 482-489
FIR as Classifier in the Presence of Imbalanced Data....Pages 490-496
Neural Network System for Monitoring State of a High-Speed Fiber-Optical Linear Path....Pages 497-504
Pattern Classification with the Probabilistic Neural Networks Based on Orthogonal Series Kernel....Pages 505-512
Neural Network Methods for Construction of Sociodynamic Models Hierarchy....Pages 513-520
Application of Hybrid Neural Networks for Monitoring and Forecasting Computer Networks States....Pages 521-530
Front Matter....Pages 373-373
Multiclass Ensemble of One-against-all SVM Classifiers....Pages 531-539
Long Exposure Point Spread Function Modeling with Gaussian Processes....Pages 540-546
Neural Network Technique for Processes Modeling in Porous Catalyst and Chemical Reactor....Pages 547-554
Fine-Grained Real Estate Estimation Based on Mixture Models....Pages 555-564
Intellectual Analysis System of Big Industrial Data for Quality Management of Polymer Films....Pages 565-572
Some Ideas of Informational Deep Neural Networks Structural Organization....Pages 573-582
Meshfree Computational Algorithms Based on Normalized Radial Basis Functions....Pages 583-591
Front Matter....Pages 593-593
An Experimental Assessment of Hybrid Genetic-Simulated Annealing Algorithm....Pages 595-602
When Neural Network Computation Meets Evolutionary Computation: A Survey....Pages 603-612
New Adaptive Feature Vector Construction Procedure for Speaker Emotion Recognition Based on Wavelet Transform and Genetic Algorithm....Pages 613-619
Integration of Bayesian Classifier and Perceptron for Problem Identification on Dynamics Signature Using a Genetic Algorithm for the Identification Threshold Selection....Pages 620-627
Front Matter....Pages 629-629
Tracking Based on Unit-Linking Pulse Coupled Neural Network Image Icon and Particle Filter....Pages 631-639
Quaternion Spike Neural Networks....Pages 640-646
Vector-Matrix Models of Pulse Neuron for Digital Signal Processing....Pages 647-656
Conversion from Rate Code to Temporal Code – Crucial Role of Inhibition....Pages 657-664
Analysis of Oscillations in the Brain During Sensory Stimulation: Cross-Frequency Relations....Pages 665-672
Memristor-Based Neuromorphic System with Content Addressable Memory Structure....Pages 673-680
Detailed Structure of the Cortical Magnetic Response to Words....Pages 681-690
Pre-coding & Testing Technique for Interfacing Neural Networks Associative Memory....Pages 691-697
Front Matter....Pages 698-705
The Peculiarities of Perceptual Set in Sensorimotor Illusions....Pages 629-629
Generalized Truth Values: From Logic to the Applications in Cognitive Sciences....Pages 706-711
Modeling of Cognitive Evolution: Agent-Based Investigations in Cognitive Science....Pages 712-719
Usage of Language Particularities for Semantic Map Construction: Affixes in Russian Language....Pages 720-730
Back Matter....Pages 731-738
....Pages 739-741