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Advances in Neural Networks - Isnn 2015

Advances in Neural Networks - Isnn 2015


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About the Book

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 Spe


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Product Details
  • ISBN-13: 9783319253923
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Depth: 25
  • Height: 234 mm
  • No of Pages: 510
  • Series Title: Lecture Notes in Computer Science
  • Sub Title: 12th International Symposium on Neural Networks, Isnn 2015, Jeju, South Korea, October 15-18, 2015, Proceedings
  • Width: 156 mm
  • ISBN-10: 3319253921
  • Publisher Date: 28 Sep 2015
  • Binding: Paperback
  • Edition: 1st ed. 2015
  • Language: English
  • Returnable: Y
  • Spine Width: 27 mm
  • Weight: 784 gr


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