| 2018 | A Broad Neural Network Structure for Class Incremental Learning. Wenzhang Liu, Haiqin Yang, Yuewen Sun, Changyin Sun |
| 2018 | A Comparative Study of Conventional and Deep Learning Target Tracking Algorithms for Low Quality Videos. Chiman Kwan, Bryan Chou, Li-Yun Martin Kwan |
| 2018 | 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 |
| 2018 | A Distributed Algorithm Based on Multi-agent Network for Solving Linear Algebraic Equation. Qingshan Liu, Jiang Xiong, Jing Zhong, Hong Ying, Kaixuan Li |
| 2018 | A Hyper Heuristic Algorithm for Low Carbon Location Routing Problem. Zhenyu Qian, Yanwei Zhao, Shun Wang, Longlong Leng, Wanliang Wang |
| 2018 | A Neurodynamic Approach to Multiobjective Linear Programming. Man-Fai Leung, Jun Wang |
| 2018 | A New Epileptic Seizure Detection Method Based on Fusion Feature of Weighted Complex Network. Hanyong Zhang, Qingfang Meng, Mingmin Liu, Yang Li |
| 2018 | A New Parameter Identification Method for Type-1 TS Fuzzy Neural Network. Tao Gao, Long Li, Zhen Zhang, Zhanquan Sun, Jian Wang |
| 2018 | A Novel Color-Based Data Visualization Approach Using a Circular Interaction Model and Dimensionality Reduction. Jose Alejandro Salazar-Castro, Paul D. Rosero-Montalvo, Diego Fernando Peña-Unigarro, Ana Cristina Umaquinga-Criollo, Zenaida Castillo-Marrero, Edgardo Javier Revelo-Fuelagán, Diego Hernán Peluffo-Ordóñez, César Germán Castellanos-Domínguez |
| 2018 | 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 |
| 2018 | A Prediction Model for the Risk of Osteoporosis Fracture in the Elderly Based on a Neural Network. Yong Wang, Zhiqiang Zhang, Nanchuan Cai, Yousheng Zhou, Di Xiao |
| 2018 | A Time-Varying-Constrained Motion Generation Scheme for Humanoid Robot Arms. Zhijun Zhang, Lingdong Kong, Yaru Niu |
| 2018 | Adaptive Consensus Tracking of First-Order Multi-agent Systems with Unknown Control Directions. Yajun Zheng, Qingling Wang, Changyin Sun |
| 2018 | Advances in Neural Networks - ISNN 2018 - 15th International Symposium on Neural Networks, ISNN 2018, Minsk, Belarus, June 25-28, 2018, Proceedings Tingwen Huang, Jiancheng Lv, Changyin Sun, Alexander V. Tuzikov |
| 2018 | An Artificial Neural Network for Solving Quadratic Zero-One Programming Problems. Wen Han, Su Yan, Xingnan Wen, Sitian Qin, Guocheng Li |
| 2018 | An Effective Algorithm for Determining Pitch Markers of Vietnamese Speech Sentences. Thai Yen Ta, Hung Van Nguyen, Tuyet Van Dao, Huy Hoang Ngo, Sergey Ablameyko |
| 2018 | An Effective Facial Image Verification Based Attendance Management System. Zeng-Mei Li, Hui-Na Dai, Zhan-Li Sun, Xia Chen |
| 2018 | An Effective Object Detection Algorithm for High Resolution Video by Using Convolutional Neural Network. Denis Vorobjov, Iryna Zakharava, Rykhard Bohush, Sergey Ablameyko |
| 2018 | An Efficient Extreme Learning Machine for Robust Regression. Decai Li, Yuqing He |
| 2018 | An Immune Genetic K-Means Algorithm for Mongolian Elements Clustering. Chun Hua, Chun Ying Cheng |
| 2018 | An Improved Artificial Fish Swarm Algorithm to Solve the Cutting Stock Problem. Chunying Cheng, Lanying Bao |
| 2018 | Analysis and Circuit Implementation of a Novel Memristor Based Hyper-chaotic System. Dengwei Yan, Lidan Wang, Shukai Duan |
| 2018 | Analysis of Influencing Factors on Humanoid Robots' Emotion Expressions by Body Language. Zhijun Zhang, Yaru Niu, Shangen Wu, Shuyang Lin, Lingdong Kong |
| 2018 | Approaches to Modeling of Nontrivial Cognitive Behavior. Vladimir G. Red'ko, Galina A. Beskhlebnova |
| 2018 | Automatic Inference of Cross-Modal Connection Topologies for X-CNNs. Laurynas Karazija, Petar Velickovic, Pietro Liò |
| 2018 | BP Neural Network with Regularization and Sensor Array for Prediction of Component Concentration of Mixed Gas. Lin Zhao, Jing Wang, Xiuyu Chen |
| 2018 | Bird Species Recognition Based on Deep Learning and Decision Fusion. Xuye Zhi, Chengan Guo |
| 2018 | Blinks Identification Using the GMM Classification Method of Polynomial Modeling of EEG Signals. Rim Somai, Meriem Riahi, Faouzi Moussa |
| 2018 | Boundedness and Stability for a Class of Timescale-Type Time-Varying Systems. Qiang Xiao, Shiping Wen, Zhigang Zeng, Tingwen Huang |
| 2018 | Chinese News Text Classification of the Stacked Denoising Auto Encoder Based on Adaptive Learning Rate and Additional Momentum Item. Shuang Qiu, Mingyang Jiang, Zhifeng Zhang, Yinan Lu, Zhili Pei |
| 2018 | 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 |
| 2018 | Competitive Hyperparameter Balancing on Spiking Neural Network for a Fast, Accurate and Energy-Efficient Inference. Jeongho Kim, Dae-Shik Kim |
| 2018 | Complex-Valued Deep Belief Networks. Calin-Adrian Popa |
| 2018 | Complex-Valued Stacked Denoising Autoencoders. Calin-Adrian Popa |
| 2018 | Continuous Attractors of 3-D Discrete-Time Ring Networks with Circulant Weight Matrix. Jiali Yu, Zhang Yi, Yong Liao, De-An Wu, Xiong Dai |
| 2018 | Convergence Analysis of Self-adaptive Immune Particle Swarm Optimization Algorithm. Jingqing Jiang, Chuyi Song, Huan Ping, Chenggang Zhang |
| 2018 | Crossbar-Based Hamming Associative Memory with Binary Memristors. Mikhail S. Tarkov |
| 2018 | Data Cleaning and Classification in the Presence of Label Noise with Class-Specific Autoencoder. Weining Zhang, Dong Wang, Xiaoyang Tan |
| 2018 | Dependence of Critical Temperature on Dispersion of Connections in 2D Grid. Boris V. Kryzhanovsky, Iakov M. Karandashev, Magomed Yu. Malsagov |
| 2018 | Development of a Sensory-Neural Network for Medical Diagnosing. Igor Grabec, Eva Svegl, Mihael Sok |
| 2018 | 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 |
| 2018 | Drift Compensation for E-Nose Using QPSO-Based Domain Adaptation Kernel ELM. Yulin Jian, Kun Lu, Changjian Deng, Tailai Wen, Jia Yan |
| 2018 | 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 |
| 2018 | Dynamical Behavior Analysis of a Neutral-Type Single Neuron System. Qiuyu Lv, Nankun Mu, Xiaofeng Liao |
| 2018 | Dynamical Behaviors of Discrete-Time Cohen-Grossberg Neural Networks with Discontinuous Activations and Infinite Delays. Jinling Wang, Haijun Jiang, Tianlong Ma, Cheng Hu |
| 2018 | Epileptic Detection Based on EMD and Sparse Representation in Clinic EEG. Qingfang Meng, Lei Du, Shanshan Chen, Hanyong Zhang |
| 2018 | Estimation of Distribution Algorithm for Autonomous Underwater Vehicles Path Planning. Run-Dong Liu, Zhi-Hui Zhan, Wei-Neng Chen, Zhiwen Yu, Jun Zhang |
| 2018 | Event-Triggered Consensus of General Linear Multi-agent System with Time Delay. Yonghui Wu, Nankun Mu |
| 2018 | Fast Convergent Capsule Network with Applications in MNIST. Xianli Zou, Shukai Duan, Lidan Wang, Jin Zhang |
| 2018 | 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 |
| 2018 | Formal Aspects of Streaming Recurrent Neural Networks. Vasiliy Osipov, Viktor Nikiforov |
| 2018 | Fourier Transform-Based Image Classification Using Complex-Valued Convolutional Neural Networks. Calin-Adrian Popa, Cosmin Cernazanu-Glavan |
| 2018 | Fusion of Laser Point Clouds and Color Images with Post-calibration. Xiao-Chuan Zhang, Qiu-Hua Lin, Ying-Guang Hao |
| 2018 | Generalized Affine Scaling Trajectory Analysis for Linearly Constrained Convex Programming. Xun Qian, Li-Zhi Liao |
| 2018 | Hopf-Pitchfork Bifurcation Analysis of a Coupled Neural Oscillator System with Excitatory-to-Inhibitory Connection and Time Delay. Lei Yang, Tao Dong, Tingwen Huang |
| 2018 | Identification of Vessel Kinetics Based on Neural Networks via Concurrent Learning. Nan Gu, Lu Liu, Dan Wang, Zhouhua Peng |
| 2018 | Image Edge Detection for Stitching Aerial Images with Geometrical Rectification. Zhi-Xuan Liu, Qiu-Hua Lin, Ying-Guang Hao |
| 2018 | Increasing Stability of EEG Components Extraction Using Sparsity Regularized Tensor Decomposition. Deqing Wang, Xiaoyu Wang, Yongjie Zhu, Petri Toiviainen, Minna Huotilainen, Tapani Ristaniemi, Fengyu Cong |
| 2018 | Lag Synchronization of Complex Networks via Decentralized Adaptive Control. Fan Yang, Nankun Mu |
| 2018 | Leader-Follower Tracking Problem for Multi-agent Systems with Directed Impulsive Communication. Changlin Tong, Wanli Jin, Hao Wang, Haijun Jiang, Zhiyong Yu |
| 2018 | MHFlexDT: A Multivariate Branch Fuzzy Decision Tree Data Stream Mining Strategy Based on Hybrid Partitioning Standard. Xin Song, Han Wang, Huiyuan He, Yakun Meng |
| 2018 | Marine Aquaculture Targets Automatic Recognition Based on GF-3 PolSAR Imagery. Jianchao Fan, Jianhua Zhao, Min Han, Xinxin Wang, Bingnan Li |
| 2018 | Method to Improve the Performance of Restricted Boltzmann Machines. Jing Yin, Qingyu Mao, Dayiheng Liu, Yong Xu, Jiancheng Lv |
| 2018 | Missing Link Prediction in Social Networks. Jin Zhou, Chiman Kwan |
| 2018 | Modeling Hysteresis Using Non-smooth Neural Networks. Yonghong Tan, Ruili Dong |
| 2018 | Modeling of the Cognitive Activity of Simultaneous Interpretation Using the Theory of Information Images. Alexandr Y. Petukhov, Sofia A. Polevaya |
| 2018 | Moving Cast Shadow Removal Based on Texture Feature and Color Space. Chao Zheng, Zhan-Li Sun, Nan Wang, Xin-Yuan Bao |
| 2018 | Multi-column Spatial Transformer Convolution Neural Network for Traffic Sign Recognition. Jin Zhang, Shukai Duan, Lidan Wang, Xianli Zou |
| 2018 | NN - Sliding Mode Control Design for Trajectory Tracking and Roll Reduction of Marine Vessels. Cheng Liu, Jingqi Li, Rong Zhao, Tieshan Li |
| 2018 | Network Study on SecA - A Component of Sec Secretion System in Bacteria Pseudomonas Aeruginosa. Shaomin Yan, Guang Wu |
| 2018 | Neural Network Model of Unconscious. Alexandr A. Ezhov |
| 2018 | Nonlinear Disturbance Observer Based Adaptive Integral Sliding Mode Tracking Control of a Quadrotor. Ning Wang, Qi Deng, Yongpeng Weng |
| 2018 | Nonlinear Observers for a Class of Neuronal Oscillators in the Presence of Strong Measurement Noise. Julio Pérez, Yu Tang, Ileana Grave |
| 2018 | 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 |
| 2018 | Online GRNN-Based Ensembles for Regression on Evolving Data Streams. Piotr Duda, Maciej Jaworski, Leszek Rutkowski |
| 2018 | Overcomplete Dictionary Pair for Music Super-Resolution. Lianqiang Li, Jie Zhu |
| 2018 | Patients' EEG Analysis Based on Multi-indicator Dynamic Analysis Measure for Supporting Brain Death Determination. Yao Miao, Jianting Cao |
| 2018 | Performance Enhancement of Deep Reinforcement Learning Networks Using Feature Extraction. Joaquin Ollero, Christopher Child |
| 2018 | Personalized Response Generation for Customer Service Agents. Cuihua Ma, Ping Guo, Xin Xin |
| 2018 | Pulse Neuron Supervised Learning Rules for Adapting the Dynamics of Synaptic Connections. Vladimir Bondarev |
| 2018 | R-RTRL Based on Recurrent Neural Network with K-Fold Cross-Validation for Multi-step-ahead Prediction Landslide Displacement. Jiejie Chen, Ping Jiang, Zhigang Zeng, Boshan Chen |
| 2018 | Real-Time Key Frame Extraction in a Low Lighting Condition. Tao Shen, Zhan-Li Sun, Fu-Qiang Han, Ya-Min Wang |
| 2018 | Recurrent Neural Network with Dynamic Memory. Jiaqi Bai, Tao Dong, Xiaofeng Liao, Nankun Mu |
| 2018 | Residence Time Regulation in Chemical Processes: Local Optimal Control Realization by Differential Neural Networks. Tatyana Poznyak, Isaac Chairez, Alexander S. Poznyak |
| 2018 | Review of Pseudoinverse Learning Algorithm for Multilayer Neural Networks and Applications. Jue Wang, Ping Guo, Xin Xin |
| 2018 | Robust Control Design of Uncertain Strict Feedback Systems Using Adaptive Filters. Yong-Hua Liu, Chun-Yi Su |
| 2018 | Robust Neural Networks Learning: New Approaches. Zaur M. Shibzukhov |
| 2018 | Robust Speaker Identification Algorithms and Results in Noisy Environments. Bulent Ayhan, Chiman Kwan |
| 2018 | 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 |
| 2018 | Supplementary Frequency Control for Multi-machine Power System Based on Adaptive Dynamic Programming. Zhan Shi, Zhanshan Wang, Yanhong Luo, Dan Ye |
| 2018 | Task Assignment Based on a Dual Neural Network. Jiasen Wang, Jun Wang |
| 2018 | The Aftereffects of Visual Illusions (Ponzo and Müller-Lyer): Hand-Dependent Effects in Sensorimotor Domain. Valeria Karpinskaia, Vsevolod Lyakhovetskii, Alla Cherniavskaia, Yuri Shilov |
| 2018 | 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 |
| 2018 | The Implementation of a Pointer Network Model for Traveling Salesman Problem on a Xilinx PYNQ Board. Shenshen Gu, Tao Hao, Shaofu Yang |
| 2018 | Tracking of Multiple Pixel Targets Using Multiple Cameras. Jin Zhou, Chiman Kwan |
| 2018 | Using the Wide and Deep Flexible Neural Tree to Forecast the Exchange Rate. Jing Xu, Peng Wu, Yuehui Chen, Hassan Dawood, Qingfei Meng |
| 2018 | Video Server Deployment Using a Genetic Algorithm with Deterministic Initialization Strategy. Xin-Yi Hu, Yue-Jiao Gong, Xinyuan Zhang, Yining Ma, Jun Zhang |
| 2018 | WeiboCluster: An Event-Oriented Sina Weibo Dataset with Estimating Credit. Shiping Wen, Guanghua Ren, Yuting Cao, Zhenyuan Guo, Qiang Xiao, Zhigang Zeng, Tingwen Huang |