Advances in Neural Networks – ISNN 2016: 13th International Symposium on Neural Networks, ISNN 2016, St. Petersburg, Russia, July 6-8, 2016, Proceedings (Lecture Notes in Computer Science Book 9719)

This Book Constitutes The Refereed Proceedings Of The 13th International Symposium On Neural Networks, Isnn 2016, Held In St. Petersburg, Russia In July 2016. The 84 Revised Full Papers Presented In This Volume Were Carefully Reviewed And Selected From 104 Submissions. The Papers Cover Many Topics Of Neural Network-related Research Including Signal And Image Processing; Dynamical Behaviors Of Recurrent Neural Networks; Intelligent Control; Clustering, Classification, Modeling, And Forecasting; Evolutionary Computation; And Cognition Computation And Spiking Neural Networks. Signal And Image Processing -- Dynamical Behaviors Of Recurrent Neural Networks -- Intelligent Control.-clustering, Classification, Modeling, And Forecasting -- Evolutionary Computation -- Cognition Computation And Spiking Neural Networks. Edited By Long Cheng, Qingshan Liu, Andrey Ronzhin. 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