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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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 – Ebook PDF Instant Download/Delivery: 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
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