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Advances in Neural Networks – ISNN 2015

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Cover of 'Advances in Neural Networks – ISNN 2015'

Table of Contents

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    Book Overview
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    Chapter 1 A Novel T-S Fuzzy Model Based Adaptive Synchronization Control Scheme for Nonlinear Large-Scale Systems with Uncertainties and Time-Delay
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    Chapter 2 Finite-Time Control for Markov Jump Systems with Partly Known Transition Probabilities and Time-Varying Polytopic Uncertainties
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    Chapter 3 Hybrid Function Projective Synchronization of Unknown Cohen-Grossberg Neural Networks with Time Delays and Noise Perturbation
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    Chapter 4 Neural Dynamic Surface Control for Three-Phase PWM Voltage Source Rectifier
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    Chapter 5 A Terminal-Sliding-Mode-Based Frequency Regulation
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    Chapter 6 A New Discrete-Time Iterative Adaptive Dynamic Programming Algorithm Based on Q-Learning
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    Chapter 7 Adaptive Neural Network Control for a Class of Stochastic Nonlinear Strict-Feedback Systems
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    Chapter 8 Event-Triggered H ∞ Control for Continuous-Time Nonlinear System
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    Chapter 9 Adaptive Control of a Class of Nonlinear Systems with Parameterized Unknown Dynamics
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    Chapter 10 H ∞ Control Synthesis for Linear Parabolic PDE Systems with Model-Free Policy Iteration
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    Chapter 11 Exponential Synchronization of Complex Delayed Dynamical Networks with Uncertain Parameters via Intermittent Control
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    Chapter 12 Inverse-Free Scheme of G1 Type to Velocity-Level Inverse Kinematics of Redundant Robot Manipulators
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    Chapter 13 Design of Fuzzy-Neural-Network-Inherited Backstepping Control for Unmanned Underwater Vehicle
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    Chapter 14 A New Sampled-Data State Estimator for Neural Networks of Neutral-Type with Time-Varying Delays
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    Chapter 15 Exponential Lag Synchronization for Delayed Cohen-Grossberg Neural Networks with Discontinuous Activations
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    Chapter 16 Mean Square Exponential Stability of Stochastic Delayed Static Neural Networks with Markovian Switching
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    Chapter 17 Robust Multistability and Multiperiodicity of Neural Networks with Time Delays
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    Chapter 18 A Novel Four-Dimensional Memristive Hyperchaotic System with Its Analog Circuit Implementation
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    Chapter 19 Memristor Crossbar Array for Image Storing
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    Chapter 20 Lagrange Stability for Memristor-Based Neural Networks with Time-Varying Delay via Matrix Measure
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    Chapter 21 Multistability of Memristive Neural Networks with Non-monotonic Piecewise Linear Activation Functions
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    Chapter 22 Global Exponential Anti-synchronization of Coupled Memristive Chaotic Neural Networks with Time-Varying Delays
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    Chapter 23 Representative Video Action Discovery Using Interactive Non-negative Matrix Factorization
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    Chapter 24 Image Retrieval Based on Texture Direction Feature and Online Feature Selection
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    Chapter 25 Interlinked Convolutional Neural Networks for Face Parsing
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    Chapter 26 Image Tag Completion by Local Learning
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    Chapter 27 Haarlike Feature Revisited: Fast Human Detection Based on Multiple Channel Maps
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    Chapter 28 Wood Surface Quality Detection and Classification Using Gray Level and Texture Features
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    Chapter 29 Aerial Scene Classification with Convolutional Neural Networks
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    Chapter 30 A New Method for Image Quantization Based on Adaptive Region Related Heterogeneous PCNN
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    Chapter 31 Noisy Image Fusion Based on a Neural Network with Linearly Constrained Least Square Optimization
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    Chapter 32 A Singing Voice/Music Separation Method Based on Non-negative Tensor Factorization and Repeat Pattern Extraction
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    Chapter 33 Automatic Extraction of Cervical Vertebrae from Ultrasonography with Fuzzy ART Clustering
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    Chapter 34 Fast Basis Searching Method of Adaptive Fourier Decomposition Based on Nelder-Mead Algorithm for ECG Signals
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    Chapter 35 Frequency Recognition Based on Wavelet-Independent Component Analysis for SSVEP-Based BCIs
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    Chapter 36 An MCMC Based EM Algorithm for Mixtures of Gaussian Processes
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    Chapter 37 Automatic Model Selection of the Mixtures of Gaussian Processes for Regression
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    Chapter 38 An Effective Model Selection Criterion for Mixtures of Gaussian Processes
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    Chapter 39 Orthogonal Basis Extreme Learning Algorithm and Function Approximation
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    Chapter 40 Large Scale Text Clustering Method Study Based on MapReduce
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    Chapter 41 Representing Data by Sparse Combination of Contextual Data Points for Classification
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    Chapter 42 A Novel K-Means Evolving Spiking Neural Network Model for Clustering Problems
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    Chapter 43 Prediction of Individual Fish Trajectory from Its Neighbors’ Movement by a Recurrent Neural Network
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    Chapter 44 Short-Term Wind Speed Forecasting Using a Multi-model Ensemble
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    Chapter 45 Power Control Optimization Method for Transmitted Signals in OFDM Communication Systems
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    Chapter 46 A Neurodynamic Optimization Approach to Bilevel Linear Programming
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    Chapter 47 A Nonlinear Neural Network’s Stability Analysis and Its kWTA Application
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    Chapter 48 Continuous-Time Multi-agent Network for Distributed Least Absolute Deviation
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    Chapter 49 A Fully Complex-Valued Neural Network for Rapid Solution of Complex-Valued Systems of Linear Equations
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    Chapter 50 Sparse Representation via Intracellular and Extracellular Mechanisms
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    Chapter 51 Load Balancing Algorithm Based on Neural Network in Heterogeneous Wireless Networks
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    Chapter 52 Real-Time Multi-Application Network Traffic Identification Based on Machine Learning
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    Chapter 53 A New Virus-Antivirus Spreading Model
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    Chapter 54 Exploring Feature Extraction and ELM in Malware Detection for Android Devices
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    Chapter 55 Data-Driven Optimization of SIRMs Connected Neural-Fuzzy System with Application to Cooling and Heating Loads Prediction
Overall attention for this book and its chapters
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Mentioned by

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18 X users
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Citations

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Title
Advances in Neural Networks – ISNN 2015
Published by
Springer, Cham, September 2015
DOI 10.1007/978-3-319-25393-0
ISBNs
978-3-31-925392-3, 978-3-31-925393-0
Editors

Xiaolin Hu, Yousheng Xia, Yunong Zhang, Dongbin Zhao

X Demographics

X Demographics

The data shown below were collected from the profiles of 18 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 189 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Iran, Islamic Republic of 2 1%
India 2 1%
Netherlands 1 <1%
Indonesia 1 <1%
France 1 <1%
Portugal 1 <1%
Malaysia 1 <1%
Ireland 1 <1%
Ukraine 1 <1%
Other 1 <1%
Unknown 177 94%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 43 23%
Student > Master 37 20%
Researcher 20 11%
Student > Bachelor 20 11%
Student > Doctoral Student 11 6%
Other 32 17%
Unknown 26 14%
Readers by discipline Count As %
Engineering 60 32%
Computer Science 55 29%
Mathematics 14 7%
Physics and Astronomy 6 3%
Earth and Planetary Sciences 3 2%
Other 21 11%
Unknown 30 16%