International Symposium on Neural Networks, ISNN 2018

BP Neural Network with Regularization and Sensor Array for Prediction of Component Concentration of Mixed Gas

Lin Zhao, Jing Wang, Xiuyu Chen

BP Neural Network with Regularization and Sensor Array for Prediction of Component Concentration of Mixed Gas

The Design of Ureteral Renal Interventional Robot for Diagnosis and Treatment

Junbin Li, Qi Chen, Le Xie, Fan Feng, Wei Xue, Baijun Dong, Hesheng Wang, Yunhui Liu

The Design of Ureteral Renal Interventional Robot for Diagnosis and Treatment

Fault Diagnosis Method of Diesel Engine Based on Improved Structure Preserving and K-NN Algorithm

Yu Li, Min Han, Bing Han, Xinyi Le, Shunshoku Kanae

Fault Diagnosis Method of Diesel Engine Based on Improved Structure Preserving and K-NN Algorithm

Boundedness and Stability for a Class of Timescale-Type Time-Varying Systems

Qiang Xiao, Shiping Wen, Zhigang Zeng, Tingwen Huang

Boundedness and Stability for a Class of Timescale-Type Time-Varying Systems

A Comparative Study of Spatial Speech Separation Techniques to Improve Speech Recognition

Xinhui Zhou, Chiman Kwan, Bulent Ayhan, Chanwoo Kim, Kshitiz Kumar, Richard M. Stern

A Comparative Study of Spatial Speech Separation Techniques to Improve Speech Recognition

Image Edge Detection for Stitching Aerial Images with Geometrical Rectification

Zhi-Xuan Liu, Qiu-Hua Lin, Ying-Guang Hao

Image Edge Detection for Stitching Aerial Images with Geometrical Rectification

Analysis and Circuit Implementation of a Novel Memristor Based Hyper-chaotic System

Dengwei Yan, Lidan Wang, Shukai Duan

Analysis and Circuit Implementation of a Novel Memristor Based Hyper-chaotic System

Dynamical Behaviors of Discrete-Time Cohen-Grossberg Neural Networks with Discontinuous Activations and Infinite Delays

Jinling Wang, Haijun Jiang, Tianlong Ma, Cheng Hu

Dynamical Behaviors of Discrete-Time Cohen-Grossberg Neural Networks with Discontinuous Activations and Infinite Delays

Identification of Vessel Kinetics Based on Neural Networks via Concurrent Learning

Nan Gu, Lu Liu, Dan Wang, Zhouhua Peng

Identification of Vessel Kinetics Based on Neural Networks via Concurrent Learning

WeiboCluster: An Event-Oriented Sina Weibo Dataset with Estimating Credit

Shiping Wen, Guanghua Ren, Yuting Cao, Zhenyuan Guo, Qiang Xiao, Zhigang Zeng, Tingwen Huang

WeiboCluster: An Event-Oriented Sina Weibo Dataset with Estimating Credit

Real-Time Key Frame Extraction in a Low Lighting Condition

Tao Shen, Zhan-Li Sun, Fu-Qiang Han, Ya-Min Wang

Real-Time Key Frame Extraction in a Low Lighting Condition

Online GRNN-Based Ensembles for Regression on Evolving Data Streams

Piotr Duda, Maciej Jaworski, Leszek Rutkowski

Online GRNN-Based Ensembles for Regression on Evolving Data Streams

An Effective Facial Image Verification Based Attendance Management System

Zeng-Mei Li, Hui-Na Dai, Zhan-Li Sun, Xia Chen

An Effective Facial Image Verification Based Attendance Management System

Drift Compensation for E-Nose Using QPSO-Based Domain Adaptation Kernel ELM

Yulin Jian, Kun Lu, Changjian Deng, Tailai Wen, Jia Yan

Drift Compensation for E-Nose Using QPSO-Based Domain Adaptation Kernel ELM

Patients' EEG Analysis Based on Multi-indicator Dynamic Analysis Measure for Supporting Brain Death Determination

Yao Miao, Jianting Cao

Patients' EEG Analysis Based on Multi-indicator Dynamic Analysis Measure for Supporting Brain Death Determination

Analysis of Influencing Factors on Humanoid Robots' Emotion Expressions by Body Language

Zhijun Zhang, Yaru Niu, Shangen Wu, Shuyang Lin, Lingdong Kong

Analysis of Influencing Factors on Humanoid Robots' Emotion Expressions by Body Language

An Immune Genetic K-Means Algorithm for Mongolian Elements Clustering

Chun Hua, Chun Ying Cheng

An Immune Genetic K-Means Algorithm for Mongolian Elements Clustering

Classification of Concrete Strength Grade Using Nearest Neighbor Partitioning

Xuehui Zhu, Lin Wang, Bo Yang, Jin Zhou, Shi-Yuan Han, Yu Liu, Jifeng Guo, Shuangrong Liu

Classification of Concrete Strength Grade Using Nearest Neighbor Partitioning

A Novel Low Level Feature Normalization Method for Content Based Image Retrieval

Trung Xuan Hoang, Tuyet Van Dao, Nguyen Trinh Nguyen, Huy Hoang Ngo, Sergey Ablameyko

A Novel Low Level Feature Normalization Method for Content Based Image Retrieval

Fast Convergent Capsule Network with Applications in MNIST

Xianli Zou, Shukai Duan, Lidan Wang, Jin Zhang

Fast Convergent Capsule Network with Applications in MNIST

Dynamical Analysis of a Stochastic Neuron Spiking Activity in the Biological Experiment and Its Simulation by INa, P + I K Model

Huijie Shang, Zhongting Jiang, Dong Wang, Yuehui Chen, Peng Wu, Jin Zhou, Shi-Yuan Han

Dynamical Analysis of a Stochastic Neuron Spiking Activity in the Biological Experiment and Its Simulation by INa, P + I K Model

Tracking of Multiple Pixel Targets Using Multiple Cameras

Jin Zhou, Chiman Kwan

Tracking of Multiple Pixel Targets Using Multiple Cameras

The Implementation of a Pointer Network Model for Traveling Salesman Problem on a Xilinx PYNQ Board

Shenshen Gu, Tao Hao, Shaofu Yang

The Implementation of a Pointer Network Model for Traveling Salesman Problem on a Xilinx PYNQ Board

Event-Triggered Consensus of General Linear Multi-agent System with Time Delay

Yonghui Wu, Nankun Mu

Event-Triggered Consensus of General Linear Multi-agent System with Time Delay

Robust Control Design of Uncertain Strict Feedback Systems Using Adaptive Filters

Yong-Hua Liu, Chun-Yi Su

Robust Control Design of Uncertain Strict Feedback Systems Using Adaptive Filters

A Broad Neural Network Structure for Class Incremental Learning

Wenzhang Liu, Haiqin Yang, Yuewen Sun, Changyin Sun

A Broad Neural Network Structure for Class Incremental Learning

On Speed Controller Neural Tuner Application to Compensate PMSM Mechanics Inertia Moment Drift

Yuri I. Eremenko, Anton I. Glushchenko, Vladislav A. Petrov, Aleksandr V. Molodykh

On Speed Controller Neural Tuner Application to Compensate PMSM Mechanics Inertia Moment Drift

Method to Improve the Performance of Restricted Boltzmann Machines

Jing Yin, Qingyu Mao, Dayiheng Liu, Yong Xu, Jiancheng Lv

Method to Improve the Performance of Restricted Boltzmann Machines

Blinks Identification Using the GMM Classification Method of Polynomial Modeling of EEG Signals

Rim Somai, Meriem Riahi, Faouzi Moussa

Blinks Identification Using the GMM Classification Method of Polynomial Modeling of EEG Signals

Competitive Hyperparameter Balancing on Spiking Neural Network for a Fast, Accurate and Energy-Efficient Inference

Jeongho Kim, Dae-Shik Kim

Competitive Hyperparameter Balancing on Spiking Neural Network for a Fast, Accurate and Energy-Efficient Inference

Task Assignment Based on a Dual Neural Network

Jiasen Wang, Jun Wang

Task Assignment Based on a Dual Neural Network

An Efficient Extreme Learning Machine for Robust Regression

Decai Li, Yuqing He

An Efficient Extreme Learning Machine for Robust Regression

Hopf-Pitchfork Bifurcation Analysis of a Coupled Neural Oscillator System with Excitatory-to-Inhibitory Connection and Time Delay

Lei Yang, Tao Dong, Tingwen Huang

Hopf-Pitchfork Bifurcation Analysis of a Coupled Neural Oscillator System with Excitatory-to-Inhibitory Connection and Time Delay

Developments on Solutions of the Normalized-Cut-Clustering Problem Without Eigenvectors

Leandro Leonardo Lorente-Leyva, Israel David Herrera-Granda, Paul D. Rosero-Montalvo, Karina L. Ponce-Guevara, Andrés Eduardo Castro-Ospina, Miguel A. Becerra, Diego Hernán Peluffo-Ordóñez, José Luis Rodríguez-Sotelo

Developments on Solutions of the Normalized-Cut-Clustering Problem Without Eigenvectors

Review of Pseudoinverse Learning Algorithm for Multilayer Neural Networks and Applications

Jue Wang, Ping Guo, Xin Xin

Review of Pseudoinverse Learning Algorithm for Multilayer Neural Networks and Applications

Crossbar-Based Hamming Associative Memory with Binary Memristors

Mikhail S. Tarkov

Crossbar-Based Hamming Associative Memory with Binary Memristors

A Hyper Heuristic Algorithm for Low Carbon Location Routing Problem

Zhenyu Qian, Yanwei Zhao, Shun Wang, Longlong Leng, Wanliang Wang

A Hyper Heuristic Algorithm for Low Carbon Location Routing Problem

A Time-Varying-Constrained Motion Generation Scheme for Humanoid Robot Arms

Zhijun Zhang, Lingdong Kong, Yaru Niu

A Time-Varying-Constrained Motion Generation Scheme for Humanoid Robot Arms

Estimation of Distribution Algorithm for Autonomous Underwater Vehicles Path Planning

Run-Dong Liu, Zhi-Hui Zhan, Wei-Neng Chen, Zhiwen Yu, Jun Zhang

Estimation of Distribution Algorithm for Autonomous Underwater Vehicles Path Planning

The Aftereffects of Visual Illusions (Ponzo and Müller-Lyer): Hand-Dependent Effects in Sensorimotor Domain

Valeria Karpinskaia, Vsevolod Lyakhovetskii, Alla Cherniavskaia, Yuri Shilov

The Aftereffects of Visual Illusions (Ponzo and Müller-Lyer): Hand-Dependent Effects in Sensorimotor Domain

Sound Signal Invariant DAE Neural Network-Based Quantizer Architecture of Audio/Speech Coder Using the Matching Pursuit Algorithm

Vladislav Avramov, Vadzim Herasimovich, Alexander A. Petrovsky

Sound Signal Invariant DAE Neural Network-Based Quantizer Architecture of Audio/Speech Coder Using the Matching Pursuit Algorithm

Formal Aspects of Streaming Recurrent Neural Networks

Vasiliy Osipov, Viktor Nikiforov

Formal Aspects of Streaming Recurrent Neural Networks

Modeling Hysteresis Using Non-smooth Neural Networks

Yonghong Tan, Ruili Dong

Modeling Hysteresis Using Non-smooth Neural Networks

Adaptive Consensus Tracking of First-Order Multi-agent Systems with Unknown Control Directions

Yajun Zheng, Qingling Wang, Changyin Sun

Adaptive Consensus Tracking of First-Order Multi-agent Systems with Unknown Control Directions

An Effective Object Detection Algorithm for High Resolution Video by Using Convolutional Neural Network

Denis Vorobjov, Iryna Zakharava, Rykhard Bohush, Sergey Ablameyko

An Effective Object Detection Algorithm for High Resolution Video by Using Convolutional Neural Network

Supplementary Frequency Control for Multi-machine Power System Based on Adaptive Dynamic Programming

Zhan Shi, Zhanshan Wang, Yanhong Luo, Dan Ye

Supplementary Frequency Control for Multi-machine Power System Based on Adaptive Dynamic Programming

Dependence of Critical Temperature on Dispersion of Connections in 2D Grid

Boris V. Kryzhanovsky, Iakov M. Karandashev, Magomed Yu. Malsagov

Dependence of Critical Temperature on Dispersion of Connections in 2D Grid

An Artificial Neural Network for Solving Quadratic Zero-One Programming Problems

Wen Han, Su Yan, Xingnan Wen, Sitian Qin, Guocheng Li

An Artificial Neural Network for Solving Quadratic Zero-One Programming Problems

Fourier Transform-Based Image Classification Using Complex-Valued Convolutional Neural Networks

Calin-Adrian Popa, Cosmin Cernazanu-Glavan

Fourier Transform-Based Image Classification Using Complex-Valued Convolutional Neural Networks