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Advances in Neural Networks - ISNN 2015 12th International Symposium on Neural Networks, ISNN 2015, Jeju, South Korea, October 15-18, 2015, Proceedings
Title
Advances in Neural Networks - ISNN 2015 [electronic resource] : 12th International Symposium on Neural Networks, ISNN 2015, Jeju, South Korea, October 15-18, 2015, Proceedings / edited by Xiaolin Hu, Yousheng Xia, Yunong Zhang, Dongbin Zhao.
ISBN
9783319253930
Edition
1st ed. 2015.
Publication
Cham : Springer International Publishing : Imprint: Springer, 2015.
Physical Description
1 online resource (XVI, 510 p.) 203 illus.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
The volume LNCS 9377 constitutes the refereed proceedings of the 12th International Symposium on Neural Networks, ISNN 2015, held in Jeju, South Korea in October 2015. The 55 revised full papers presented were carefully reviewed and selected from 97 submissions. These papers cover many topics of neural network-related research including intelligent control, neurodynamic analysis, memristive neurodynamics, computer vision, signal processing, machine learning, and optimization.
Variant and related titles
Springer ENIN.
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Format
Books / Online
Language
English
Added to Catalog
April 05, 2023
Series
Theoretical Computer Science and General Issues, 9377
Contents
Intelligent Control
A Novel T-S Fuzzy Model Based Adaptive Synchronization Control Scheme for Nonlinear Large-Scale Systems with Uncertainties and Time-Delay
Finite-Time Control for Markov Jump Systems with Partly Known Transition Probabilities and Time-Varying Polytopic Uncertainties
Hybrid Function Projective Synchronization of Unknown Cohen-Grossberg Neural Networks with Time Delays and Noise Perturbation
Neural Dynamic Surface Control for Three-Phase PWM Voltage Source Rectifier
A Terminal-Sliding-Mode-Based Frequency Regulation
A New Discrete-Time Iterative Adaptive Dynamic Programming Algorithm Based on Q-Learning
Adaptive Neural Network Control for a Class of Stochastic Nonlinear Strict-Feedback Systems
Event-Triggered H1 Control for Continuous-Time Nonlinear System
Adaptive Control of a Class of Nonlinear Systems with Parameterized Unknown Dynamics
H-infinity Control Synthesis for Linear Parabolic PDE Systems with Model-Free Policy Iteration
Exponential Synchronization of Complex Delayed Dynamical Networks with Uncertain Parameters via Intermittent Control
Inverse-Free Scheme of G1 Type to Velocity-Level Inverse Kinematics of Redundant Robot Manipulators
Design of Fuzzy-Neural-Network-Inherited Backstepping Control for Unmanned Underwater Vehicle
Neurodynamics Analysis
A New Sampled-Data State Estimator for Neural Networks of Neutral-Type with Time-Varying Delays
Exponential Lag Synchronization for Delayed Cohen-Grossberg Neural Networks with Discontinuous Activations
Mean Square Exponential Stability of Stochastic Delayed Static Neural Networks With Markovian Switching
Robust Multistability and Multiperiodicity of Neural Networks with Time Delays
A Novel Four-Dimensional Memristive Hyperchaotic System with Its Analog Circuit Implementation
Memristor Crossbar Array for Image Storing
Lagrange Stability for Memristor-Based Neural Networks with Time-Varying Delay via Matrix Measure
Multistability of Memristive Neural Networks with Non-monotonic Piecewise Linear Activation Functions
Global Exponential Anti-synchronization of Coupled Memristive Chaotic Neural Networks with Time-varying Delays
Computer Vision
Representative Video Action Discovery Using Interactive Non-negative Matrix Factorization
Image Retrieval Based on Texture Direction Feature and Online Feature Selection
Interlinked Convolutional Neural Networks for Face Parsing
Image Tag Completion by Local Learning
Haarlike Feature Revisited: Fast Human Detection Based on Multiple Channel Maps
Wood Surface Quality Detection and Classification Using Gray Level and Texture Features
Aerial Scene Classification with Convolutional Neural Networks
Signal Processing
A New Method for Image Quantization Based on Adaptive Region Related Heterogeneous PCNN
Noisy Image Fusion Based on a Neural Network with Linearly Constrained Least Square Optimization
A Singing Voice/Music Separation Method Based on Non-negative Tensor Factorization and Repeat Pattern Extraction
Automatic Extraction of Cervical Vertebrae from Ultrasonography with Fuzzy ART Clustering
Fast Basis Searching Method of Adaptive Fourier Decomposition Based on Nelder-Mead Algorithm for ECG Signals
Frequency Recognition Based on Wavelet-Independent Component Analysis for SSVEP-Based BCIs
Machine Learning
An MCMC Based EM Algorithm for Mixtures of Gaussian Processes
Automatic Model Selection of the Mixtures of Gaussian Processes for Regression
An Effective Model Selection Criterion for Mixtures of Gaussian Processes
Orthogonal Basis Extreme Learning Algorithm and Function Approximation
Large Scale Text Clustering Method Study Based on MapReduce
Representing Data by Sparse Combination of Contextual Data Points for Classification
A Novel K-Means Evolving Spiking Neural Network Model for Clustering Problems
Prediction of Individual Fish Trajectory from Its Neighbors' Movement by a Recurrent Neural Network
Short-term Wind Speed Forecasting Using A Multi-model Ensemble
Optimization
Power Control Optimization Method for Transmitted Signals in OFDM Communication Systems
A Neurodynamic Optimization Approach to Bilevel Linear Programming
A Nonlinear Neural Network's Stability Analysis and Its kWTA Application
Continuous-Time Multi-agent Network for Distributed Least Absolute Deviation
A Fully Complex-Valued Neural Network for Rapid Solution of Complex-Valued Systems of Linear Equations
Novel Approaches and Applications
Sparse Representation via Intracellular and Extracellular Mechanisms
Load Balancing Algorithm Based on Neural Network in Heterogeneous Wireless Networks
Real-time Multi-Application Network Traffic Identification Based on Machine Learning
A New Virus-Antivirus Spreading Model
Exploring Feature Extraction and ELM in Malware Detection for Android Devices
Data-Driven Optimization of SIRMs Connected Neural-Fuzzy System with Application to Cooling and Heating Loads Prediction.
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