Advances in neural networks – isnn 2014 : 11th international symposium on neural networks, isnn 2014, hong kong and macao, china, november 28- december 1, 2014. Proceedings / edited by Zhigang Zeng, Yangmin Li, Irwin King.

Springer eBooks

Analysis -- A Less Conservative Guaranteed Cost Stabilization of Time-varying Delayed CNNs -- Existence and Uniqueness of almost Automorphic Solutions to Cohen-Grossberg Neural Networks with Delays -- A Proof of a Key Formula in the Error-backpropagation Learning Algorithm for Multiple Spiking Neural Networks -- Anti-Synchronization Control for Memristor-Based Recurrent Neural Networks -- Adaptive Pinning Synchronization of Coupled Inertial Delayed Neural Networks -- The Relationship between Neural Avalanches and Neural Oscillations -- Reinforcement-Learning-Based Controller Design for Nonafine Nonlinear Systems -- Multistability and Multiperiodicity Analysis of Complex-valued Neural Networks -- Exponential Synchronization of Coupled Stochastic and Switched Neural Networks with Impulsive Effects -- The Research of Building Indoor Temperature Prediction Based on Support Vector Machine -- Towards the Computation of A Nash Equilibrium -- Sensorless PMSM Speed Control Based on NN Adaptive System Observer -- Neural-Network-Based Adaptive Fault Estimation for a Class of Interconnected Nonlinear System with Triangular Forms -- Big Data Matrix Singular Value Decomposition Based on Low-Rank Tensor Train Decomposition -- CSP-Based EEG Analysis on Dissociated Brain Organization for Single-Digit Addition and Multiplication -- Lazy Fully Probabilistic Design of Decision Strategies -- Memristive Radial Basis Function Neural Network for Parameters Adjustment of PID Controller -- Finite-Time Stability of Switched Static Neural Networks -- Fixed-priority Scheduling Policies and their Non-utilization Bounds -- Modeling Dynamic Hysteresis of Smart Actuators with Fuzzy Tree -- Neurodynamics-based Model Predictive Control for Trajectory Tracking of Autonomous Underwater Vehicles -- Feedback-Dependence of Correlated Firing in Globally Coupled Networks -- Wilcox on-Norm-Based Robust Extreme Learning Machine -- Modeling -- An Artificial Synaptic Plasticity Mechanism for Classical Conditioning with Neural Networks -- An Application of Dynamic Regression Model and Residual Auto-regressive Model in Time Series -- Reweighted l2-Regularized Dual Averaging Approach for Highly Sparse Stochastic Learning -- Perceptual Learning Model on Recognizing Chinese Characters -- Hierarchical Solving Method for Large Scale TSP Problems -- Gaussian Process Learning: A Divide-and-Conquer Approach -- A Kernel ELM Classifier for High-resolution Remotely Sensed Imagery Based on Multiple Features -- Early-Stopping Regularized Least-Squares Classification -- Z-Type Model for Real-Time Solution of Complex ZLE -- A Dynamic Generation Approach for Ensemble of Extreme Learning Machines -- Saliency Detection: A Divisive Normalization Approach -- A Novel Neural Network Based Adaptive Control for A Class of Uncertain Strict-Feedback Nonlinear Systems -- Rough Sets Theory Approach to Extenics Risk Assessment Model in Social Risk -- Kernel Parameter Optimization for KFDA Based on Maximum Margin Criterion -- A Polynomial Time Solvable Algorithm to Binary Quadratic Programming Problems with Q being a Seven-Diagonal Matrix and its Neural Network Implementation -- A New Nonlinear Neural Network for Solving QP Problems -- Untrained Method for Ensemble Pruning and Weighted Combination -- An Improved Learning Algorithm with Tunable Kernels for Complex-Valued Radial Basis Function Neural Networks -- Combined Methodology Based on Kernel Regression and Kernel Density Estimation for Sign Language Machine Translation -- Adaptive Intelligent Control for Continuous Stirred Tank Reactor with Output Constraint -- Applications -- Modeling and Application of Principal Component Analysis in Industrial Boiler -- An Orientation Column-inspired Contour Representation and its Application in Shape-based Recognition -- Region Based Image Preprocessor for Feed-Forward Perception Based Systems -- Image Denoising with Signal Dependent Noise using Block Matching and 3D Filtering -- Different-Level Simultaneous Minimization with Aid of Ma Equivalence for Robotic Redundancy Resolution -- Content-Adaptive Rain and Snow Removal Algorithms for Single Image -- Data-Driven Bridge Detection in Compressed Domain from Panchromatic Satellite Imagery -- Fast Nonnegative Tensor Factorization By Using Accelerated Proximal Gradient -- Multiclassifier System with Fuzzy Inference Method Applied to the Recognition of Biosignals in the Control of Bioprosthetic Hand -- Target Detection Using Radar in Heavy Sea Clutter by Polarimetric Analysis and Neural Network -- Human Action Recognition Based on Difference Silhouette and Static Reservoir -- Metric-Based Multi-Task Grouping Neural Network for Traffic Flow.-Forecasting -- Object Tracking with A Novel Method Based on FS-CBWH within Mean-Shift Framework -- Bayesian Covariance Tracking with Adaptive Feature Selection -- Single-Trial Detection of Error-Related Potential by One-Unit SOBI-R in SSVEP-based BCI -- Generalized Regression Neural Networks with K-Fold Cross-Validation for Displacement of Landslide Forecasting -- One-Class Classification Ensemble with Dynamic Classifier Selection -- A Massive Sensor Data Streams Multi-dimensional Analysis Strategy -- Using Progressive Logarithmic Tilted Time Frame for Cloud-Based Monitoring Application -- Evolutionary Clustering Detection of Similarity in Neuronal Spike Patterns -- Fast and Effective Image Segmentation via Superpixels and Adaptive Thresholding -- Diagonal Log-normal Generalized RBF Neural Network for Stock Price Prediction -- Design of a Greedy V2G Coordinator Achieving Microgrid-level Load Shift -- PolSAR Image Segmentation Based on the Modified Non-negative -- Matrix Factorization and Support Vector Machine -- Solving Path Planning of UAV Based on Modified Multi-Population Differential Evolution Algorithm -- Consensus for Higher-order Multi-agent Networks with External Disturbances -- The Research of Document Clustering Topical Concept Based on Neural Networks -- The Research of Reducing Misregistration Based on Image Mosaicing -- A Parallel Image Segmentation Method Based on SOM and GPU with Application to MRI Image Processing.

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