Advances in Neural Networks ISNN 2016 13th International Symposium on Neural Networks ISNN 2016 St Petersburg Russia July 6 8 2016 Proceedings 1st Edition by Long Cheng, Qingshan Liu, Andrey Ronzhin ISBN 9783319406633 3319406639

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ISBN 10: 3319406639
ISBN 13: 9783319406633
Author: Long Cheng, Qingshan Liu, Andrey Ronzhin

Advances in Neural Networks ISNN 2016 13th International Symposium on Neural Networks ISNN 2016 St Petersburg Russia July 6 8 2016 Proceedings 1st Edition Table of contents:

1. Signal and Image Processing

Large Scale Image Steganalysis Based on MapReduce

Edge Detection Using Convolutional Neural Network

Spectral-spatial Classification of Hyperspectral Image Based on Locality Preserving Discriminant Analysis

Individual Independent Component Analysis on EEG: Event-Related Responses Vs. Difference Wave of Deviant and Standard Responses

Parallel Classification of Large Aerospace Images by the Multi-alternative Discrete Accumulation Method

Instantaneous Wavelet Correlation of Spectral Integrals Related to Records from Different EEG Channels

The Theory of Information Images: Modeling of Communicative Interactions of Individuals

A Two-Stage Channel Selection Model for Classifying EEG Activities of Young Adults with Internet Addiction

Text-independent Speaker Recognition Using Radial Basis Function Network

Usage of DNN in Speaker Recognition: Advantages and Problems

Boosted Inductive Matrix Completion for Image Tagging

Neurological Classifier Committee Based on Artificial Neural Networks and Support Vector Machine for Single-Trial EEG Signal Decoding

Calculation of Analogs for the Largest Lyapunov Exponents for Acoustic Data by Means of Artificial Neural Networks

Robust Acoustic Emotion Recognition Based on Cascaded Normalization and Extreme Learning Machines

2. Dynamical Behaviors of Recurrent Neural Networks

Matrix-Valued Hopfield Neural Networks

Synchronization of Coupled Neural Networks with Nodes of Different Dimensions

Asymptotic Behaviors for Non-autonomous Difference Neural Networks with Impulses and Delays

Optimal Real-Time Price in Smart Grid via Recurrent Neural Network

Exponential Stability of Anti-periodic Solution of Cohen-Grossberg Neural Networks with Mixed Delays

Stability of Complex-Valued Cohen-Grossberg Neural Networks with Time-Varying Delays

Space-Time Structures of Recurrent Neural Networks with Controlled Synapses

A Practical Simulator of Associative Intellectual Machine

Hopfield Network with Interneuronal Connections Based on Memristor Bridges

Two-Dimensional Fast Orthogonal Neural Networks

Existence of Periodic Solutions to Non-autonomous Delay Cohen-Grossberg Neural Networks with Impulses on Time Scales

3. Intelligent Control

Improved Direct Finite-control-set Model Predictive Control Strategy with Delay Compensation and Simplified Computational Approach for Active Front-end Rectifiers

Distributed Tracking Control of Uncertain Multiple Manipulators Under Switching Topologies Using Neural Networks

A Novel Emergency Braking Method with Payload Swing Suppression for Overhead Crane Systems

Neural Network Approximation Based Multi-dimensional Active Control of Regenerative Chatter in Micro-milling

A Distributed Delay Consensus of Multi-Agent Systems with Nonlinear Dynamics in Directed Networks

Discrete-Time Two-Player Zero-Sum Games for Nonlinear Systems Using Iterative Adaptive Dynamic Programming

Neural Network Technique in Boundary Value Problems for Ordinary Differential Equations

Transmission Synchronization Control of Multiple Non-identical Coupled Chaotic Systems

Pneumatic Manipulator with Neural Network Control

Dynamic Noise Reduction in the System Measuring Efficiency of Light Emitting Diodes

Neural Network Technique in Some Inverse Problems of Mathematical Physics

The Model of the Robot’s Hierarchical Behavioral Control System

Object Trajectory Association Rules for Tracking Trailer Boat in Low-frame-rate Videos

Learning Time-optimal Anti-swing Trajectories for Overhead Crane Systems

Attitude Estimation for UAV with Low-Cost IMU/ADS Based on Adaptive-Gain Complementary Filter

Hot-Redundancy CPCI Measurement and Control System Based on Probabilistic Neural Networks

Individually Adapted Neural Network for Pilot’s Final Approach Actions Modeling

4. Clustering, Classification, Modeling, and Forecasting

On Neurochemical Aspects of Agent-Based Memory Model

Intelligent Route Choice Model for Passengers’ Movement in Subway Stations

A Gaussian Kernel-based Clustering Algorithm with Automatic Hyper-parameters Computation

Network Intrusion Detection with Bat Algorithm for Synchronization of Feature Selection and Support Vector Machines

Motion Detection in Asymmetric Neural Networks

Language Models with RNNs for Rescoring Hypotheses of Russian ASR

User-Level Twitter Sentiment Analysis with a Hybrid Approach

The Development of a Nonlinear Curve Fitter Using RBF Neural Networks with Hybrid Neurons

Networks of Coupled Oscillators for Cluster Analysis: Overview and Application Prospects

Day-Ahead Electricity Price Forecasting Using WT, MI and LSSVM Optimized by Modified ABC Algorithm

Categorization in Intentional Theory of Concepts

A Novel Incremental Class Learning Technique for Multi-class Classification

Basis Functions Comparative Analysis in Consecutive Data Smoothing Algorithms

FIR as Classifier in the Presence of Imbalanced Data

Neural Network System for Monitoring State of a High-Speed Fiber-Optical Linear Path

Pattern Classification with the Probabilistic Neural Networks Based on Orthogonal Series Kernel

Neural Network Methods for Construction of Sociodynamic Models Hierarchy

Application of Hybrid Neural Networks for Monitoring and Forecasting Computer Networks States

Multiclass Ensemble of One-against-all SVM Classifiers

Long Exposure Point Spread Function Modeling with Gaussian Processes

Neural Network Technique for Processes Modeling in Porous Catalyst and Chemical Reactor

Fine-Grained Real Estate Estimation Based on Mixture Models

Intellectual Analysis System of Big Industrial Data for Quality Management of Polymer Films

Some Ideas of Informational Deep Neural Networks Structural Organization

Meshfree Computational Algorithms Based on Normalized Radial Basis Functions

5. Evolutionary Computation

An Experimental Assessment of Hybrid Genetic-Simulated Annealing Algorithm

When Neural Network Computation Meets Evolutionary Computation: A Survey

New Adaptive Feature Vector Construction Procedure for Speaker Emotion Recognition Based on Wavelet Transform and Genetic Algorithm

Integration of Bayesian Classifier and Perceptron for Problem Identification on Dynamics Signature Using a Genetic Algorithm for the Identification Threshold Selection

6. Cognition Computation and Spiking Neural Networks

Tracking Based on Unit-Linking Pulse Coupled Neural Network Image Icon and Particle Filter

Quaternion Spike Neural Networks

Vector-Matrix Models of Pulse Neuron for Digital Signal Processing

About $$varSigma varPi $$ -neuron Models of Aggregating Type

Conversion from Rate Code to Temporal Code – Crucial Role of Inhibition

Analysis of Oscillations in the Brain During Sensory Stimulation: Cross-Frequency Relations

Memristor-Based Neuromorphic System with Content Addressable Memory Structure

Detailed Structure of the Cortical Magnetic Response to Words

Pre-coding & Testing Technique for Interfacing Neural Networks Associative Memory

The Peculiarities of Perceptual Set in Sensorimotor Illusions

Generalized Truth Values: From Logic to the Applications in Cognitive Sciences

Modeling of Cognitive Evolution: Agent-Based Investigations in Cognitive Science

Usage of Language Particularities for Semantic Map Construction: Affixes in Russian Language

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Long Cheng,Qingshan Liu,Andrey Ronzhin,Neural Networks,International Symposium,Petersburg Russia