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Advances in Neural Networks – ISNN 2018

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Cover of 'Advances in Neural Networks – ISNN 2018'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Fast Convergent Capsule Network with Applications in MNIST
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    Chapter 2 A Neurodynamic Approach to Multiobjective Linear Programming
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    Chapter 3 Neural Network Model of Unconscious
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    Chapter 4 Formal Aspects of Streaming Recurrent Neural Networks
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    Chapter 5 Approaches to Modeling of Nontrivial Cognitive Behavior
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    Chapter 6 Competitive Hyperparameter Balancing on Spiking Neural Network for a Fast, Accurate and Energy-Efficient Inference
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    Chapter 7 Automatic Inference of Cross-Modal Connection Topologies for X-CNNs
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    Chapter 8 Complex-Valued Stacked Denoising Autoencoders
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    Chapter 9 Complex-Valued Deep Belief Networks
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    Chapter 10 Modeling of the Cognitive Activity of Simultaneous Interpretation Using the Theory of Information Images
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    Chapter 11 Development of a Sensory-Neural Network for Medical Diagnosing
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    Chapter 12 Review of Pseudoinverse Learning Algorithm for Multilayer Neural Networks and Applications
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    Chapter 13 Identification of Vessel Kinetics Based on Neural Networks via Concurrent Learning
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    Chapter 14 Method to Improve the Performance of Restricted Boltzmann Machines
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    Chapter 15 Modeling Hysteresis Using Non-smooth Neural Networks
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    Chapter 16 The Implementation of a Pointer Network Model for Traveling Salesman Problem on a Xilinx PYNQ Board
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    Chapter 17 Generalized Affine Scaling Trajectory Analysis for Linearly Constrained Convex Programming
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    Chapter 18 Drift Compensation for E-Nose Using QPSO-Based Domain Adaptation Kernel ELM
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    Chapter 19 Convergence Analysis of Self-adaptive Immune Particle Swarm Optimization Algorithm
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    Chapter 20 An Improved Artificial Fish Swarm Algorithm to Solve the Cutting Stock Problem
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    Chapter 21 A Hyper Heuristic Algorithm for Low Carbon Location Routing Problem
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    Chapter 22 Pulse Neuron Supervised Learning Rules for Adapting the Dynamics of Synaptic Connections
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    Chapter 23 An Artificial Neural Network for Solving Quadratic Zero-One Programming Problems
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    Chapter 24 A New Parameter Identification Method for Type-1 TS Fuzzy Neural Network
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    Chapter 25 Performance Enhancement of Deep Reinforcement Learning Networks Using Feature Extraction
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    Chapter 26 Online GRNN-Based Ensembles for Regression on Evolving Data Streams
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    Chapter 27 A Broad Neural Network Structure for Class Incremental Learning
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    Chapter 28 WeiboCluster: An Event-Oriented Sina Weibo Dataset with Estimating Credit
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    Chapter 29 Robust Neural Networks Learning: New Approaches
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    Chapter 30 Data Cleaning and Classification in the Presence of Label Noise with Class-Specific Autoencoder
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    Chapter 31 Using the Wide and Deep Flexible Neural Tree to Forecast the Exchange Rate
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    Chapter 32 An Immune Genetic K-Means Algorithm for Mongolian Elements Clustering
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    Chapter 33 Classification of Concrete Strength Grade Using Nearest Neighbor Partitioning
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    Chapter 34 An Efficient Extreme Learning Machine for Robust Regression
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    Chapter 35 Fourier Transform-Based Image Classification Using Complex-Valued Convolutional Neural Networks
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    Chapter 36 MHFlexDT: A Multivariate Branch Fuzzy Decision Tree Data Stream Mining Strategy Based on Hybrid Partitioning Standard
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    Chapter 37 Developments on Solutions of the Normalized-Cut-Clustering Problem Without Eigenvectors
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    Chapter 38 Dynamical Behavior Analysis of a Neutral-Type Single Neuron System
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    Chapter 39 Recurrent Neural Network with Dynamic Memory
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    Chapter 40 Missing Link Prediction in Social Networks
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    Chapter 41 Dynamical Behaviors of Discrete-Time Cohen-Grossberg Neural Networks with Discontinuous Activations and Infinite Delays
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    Chapter 42 Analysis and Circuit Implementation of a Novel Memristor Based Hyper-chaotic System
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    Chapter 43 Lag Synchronization of Complex Networks via Decentralized Adaptive Control
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    Chapter 44 Crossbar-Based Hamming Associative Memory with Binary Memristors
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    Chapter 45 Continuous Attractors of 3-D Discrete-Time Ring Networks with Circulant Weight Matrix
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    Chapter 46 Hopf-Pitchfork Bifurcation Analysis of a Coupled Neural Oscillator System with Excitatory-to-Inhibitory Connection and Time Delay
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    Chapter 47 Adaptive Consensus Tracking of First-Order Multi-agent Systems with Unknown Control Directions
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    Chapter 48 A Distributed Algorithm Based on Multi-agent Network for Solving Linear Algebraic Equation
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    Chapter 49 Leader-Follower Tracking Problem for Multi-agent Systems with Directed Impulsive Communication
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    Chapter 50 Event-Triggered Consensus of General Linear Multi-agent System with Time Delay
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    Chapter 51 Robust Speaker Identification Algorithms and Results in Noisy Environments
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    Chapter 52 Marine Aquaculture Targets Automatic Recognition Based on GF-3 PolSAR Imagery
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    Chapter 53 Video Server Deployment Using a Genetic Algorithm with Deterministic Initialization Strategy
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    Chapter 54 R-RTRL Based on Recurrent Neural Network with K-Fold Cross-Validation for Multi-step-ahead Prediction Landslide Displacement
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    Chapter 55 Personalized Response Generation for Customer Service Agents
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    Chapter 56 Tracking of Multiple Pixel Targets Using Multiple Cameras
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    Chapter 57 A Comparative Study of Spatial Speech Separation Techniques to Improve Speech Recognition
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    Chapter 58 An Effective Object Detection Algorithm for High Resolution Video by Using Convolutional Neural Network
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    Chapter 59 Sound Signal Invariant DAE Neural Network-Based Quantizer Architecture of Audio/Speech Coder Using the Matching Pursuit Algorithm
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    Chapter 60 A Comparative Study of Conventional and Deep Learning Target Tracking Algorithms for Low Quality Videos
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    Chapter 61 Image Edge Detection for Stitching Aerial Images with Geometrical Rectification
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    Chapter 62 BP Neural Network with Regularization and Sensor Array for Prediction of Component Concentration of Mixed Gas
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    Chapter 63 Fusion of Laser Point Clouds and Color Images with Post-calibration
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    Chapter 64 A Novel Color-Based Data Visualization Approach Using a Circular Interaction Model and Dimensionality Reduction
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    Chapter 65 Bird Species Recognition Based on Deep Learning and Decision Fusion
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    Chapter 66 Chinese News Text Classification of the Stacked Denoising Auto Encoder Based on Adaptive Learning Rate and Additional Momentum Item
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    Chapter 67 Overcomplete Dictionary Pair for Music Super-Resolution
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    Chapter 68 Multi-column Spatial Transformer Convolution Neural Network for Traffic Sign Recognition
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    Chapter 69 Real-Time Key Frame Extraction in a Low Lighting Condition
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    Chapter 70 Moving Cast Shadow Removal Based on Texture Feature and Color Space
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    Chapter 71 A Novel Low Level Feature Normalization Method for Content Based Image Retrieval
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    Chapter 72 An Effective Algorithm for Determining Pitch Markers of Vietnamese Speech Sentences
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    Chapter 73 An Effective Facial Image Verification Based Attendance Management System
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    Chapter 74 Estimation of Distribution Algorithm for Autonomous Underwater Vehicles Path Planning
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    Chapter 75 Fault Diagnosis Method of Diesel Engine Based on Improved Structure Preserving and K -NN Algorithm
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    Chapter 76 NN - Sliding Mode Control Design for Trajectory Tracking and Roll Reduction of Marine Vessels
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    Chapter 77 Supplementary Frequency Control for Multi-machine Power System Based on Adaptive Dynamic Programming
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    Chapter 78 Task Assignment Based on a Dual Neural Network
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    Chapter 79 Dependence of Critical Temperature on Dispersion of Connections in 2D Grid
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    Chapter 80 Boundedness and Stability for a Class of Timescale-Type Time-Varying Systems
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    Chapter 81 The Design of Ureteral Renal Interventional Robot for Diagnosis and Treatment
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    Chapter 82 Nonlinear Disturbance Observer Based Adaptive Integral Sliding Mode Tracking Control of a Quadrotor
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    Chapter 83 On Speed Controller Neural Tuner Application to Compensate PMSM Mechanics Inertia Moment Drift
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    Chapter 84 Nonlinear Observers for a Class of Neuronal Oscillators in the Presence of Strong Measurement Noise
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    Chapter 85 Residence Time Regulation in Chemical Processes: Local Optimal Control Realization by Differential Neural Networks
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    Chapter 86 A Time-Varying-Constrained Motion Generation Scheme for Humanoid Robot Arms
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    Chapter 87 Robust Control Design of Uncertain Strict Feedback Systems Using Adaptive Filters
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    Chapter 88 Analysis of Influencing Factors on Humanoid Robots’ Emotion Expressions by Body Language
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    Chapter 89 Increasing Stability of EEG Components Extraction Using Sparsity Regularized Tensor Decomposition
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    Chapter 90 The Aftereffects of Visual Illusions (Ponzo and Müller-Lyer): Hand-Dependent Effects in Sensorimotor Domain
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    Chapter 91 Network Study on SecA – A Component of Sec Secretion System in Bacteria Pseudomonas Aeruginosa
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    Chapter 92 A Prediction Model for the Risk of Osteoporosis Fracture in the Elderly Based on a Neural Network
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    Chapter 93 Patients’ EEG Analysis Based on Multi-indicator Dynamic Analysis Measure for Supporting Brain Death Determination
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    Chapter 94 A New Epileptic Seizure Detection Method Based on Fusion Feature of Weighted Complex Network
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    Chapter 95 Epileptic Detection Based on EMD and Sparse Representation in Clinic EEG
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    Chapter 96 Dynamical Analysis of a Stochastic Neuron Spiking Activity in the Biological Experiment and Its Simulation by I Na , P   +   I K Model
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    Chapter 97 Blinks Identification Using the GMM Classification Method of Polynomial Modeling of EEG Signals
Overall attention for this book and its chapters
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Title
Advances in Neural Networks – ISNN 2018
Published by
Springer International Publishing, July 2018
DOI 10.1007/978-3-319-92537-0
ISBNs
978-3-31-992536-3, 978-3-31-992537-0
Editors

Huang, Tingwen, Lv, Jiancheng, Sun, Changyin, Tuzikov, Alexander V.

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The data shown below were collected from the profile of 1 X user 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 66 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 66 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 3 5%
Student > Master 2 3%
Student > Doctoral Student 1 2%
Researcher 1 2%
Unknown 59 89%
Readers by discipline Count As %
Computer Science 2 3%
Engineering 2 3%
Earth and Planetary Sciences 1 2%
Mathematics 1 2%
Unknown 60 91%

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