| 2019 | Analysing Epileptic EEG Signals Based on Improved Transition Network. | Yang Li, Yao Guo, Qingfang Meng, Zaiguo Zhang, Peng Wu, Hanyong Zhang |
| 2019 | An Adaptive Chirplet Filter for Range Profiles Automatic Target Recognition. | Yifei Li, Zunhua Guo |
| 2019 | FG-SRGAN: A Feature-Guided Super-Resolution Generative Adversarial Network for Unpaired Image Super-Resolution. | Shuailong Lian, Hejian Zhou, Yi Sun |
| 2019 | A Collaborative Neurodynamic Optimization Approach to Bicriteria Portfolio Selection. | Man-Fai Leung, Jun Wang |
| 2019 | Overcoming Catastrophic Interference with Bayesian Learning and Stochastic Langevin Dynamics. | Mikhail Iu. Leontev, Alexander Mikheev, Kirill Sviatov, Sergey V. Sukhov |
| 2019 | Imputation Using a Correlation-Enhanced Auto-Associative Neural Network with Dynamic Processing of Missing Values. | Xiaochen Lai, Xia Wu, Liyong Zhang, Genglin Zhang |
| 2019 | Coherence Regularization for Neural Topic Models. | Katsiaryna Krasnashchok, Aymen Cherif |
| 2019 | Procedural Synthesis of Remote Sensing Images for Robust Change Detection with Neural Networks. | Maria Kolos, Anton Marin, Alexey Artemov, Evgeny Burnaev |
| 2019 | From Differential Equations to Multilayer Neural Network Models. | Tatiana T. Kaverzneva, Galina F. Malykhina, Dmitriy A. Tarkhov |
| 2019 | Protein Tertiary Structure Prediction Based on Multiscale Recurrence Quantification Analysis and Horizontal Visibility Graph. | Hui Jiang, Anjie Zhang, Zaiguo Zhang, Qingfang Meng, Yang Li |
| 2019 | A Gradient-Descent Neurodynamic Approach for Distributed Linear Programming. | Xinrui Jiang, Sitian Qin, Ping Guo |
| 2019 | Dynamic Graph CNN with Attention Module for 3D Hand Pose Estimation. | Xu Jiang, Xiaohong Ma |
| 2019 | Intelligent Fuzzy Kinetic Control for an Under-Actuated Autonomous Surface Vehicle via Stochastic Gradient Descent. | Yue Jiang, Lu Liu, Zhouhua Peng, Dan Wang, Nan Gu, Shengnan Gao |
| 2019 | Multi Step Prediction of Landslide Displacement Time Series Based on Extended Kalman Filter and Back Propagation Trough Time. | Ping Jiang, Jiejie Chen, Zhigang Zeng |
| 2019 | Simulation of a Chaos-Like Irregular Neural Firing Pattern Based on Improved Deterministic Chay Model. | Zhongting Jiang, Dong Wang, Jin Sun, Hengyue Shi, Huijie Shang, Yuehui Chen |
| 2019 | Phenomenology of Visual One-Shot Learning: Affective and Cognitive Components of Insight in Morphed Gradual Change Hidden Figures. | Tetsuo Ishikawa, Mayumi Toshima, Ken Mogi |
| 2019 | A New Complex Hyper-chaotic System and Chaotic Synchronization of Error Feedback with Disturbance. | Weidong Guan, Dengwei Yan, Lidan Wang, Shukai Duan |
| 2019 | A Hybrid Neurodynamic Algorithm to Multi-objective Operation Management in Microgrid. | Chunliang Gou, Xing He, Junjian Huang |
| 2019 | An Asymptotically Stable Identifier Design for Unmanned Surface Vehicles Based on Neural Networks and Robust Integral Sign of the Error. | Shengnan Gao, Lu Liu, Zhouhua Peng, Dan Wang, Nan Gu, Yue Jiang |
| 2019 | The Neural Network for Online Learning Task Without Manual Feature Extraction. | Yuriy S. Fedorenko, Valeriy M. Chernenkiy, Yuriy E. Gapanyuk |
| 2019 | A New Adaptive Hybrid Algorithm for Large-Scale Global Optimization. | Ninglei Fan, Yuping Wang, Junhua Liu, Yiu-ming Cheung |
| 2019 | PolSAR Marine Aquaculture Detection Based on Nonlocal Stacked Sparse Autoencoder. | Jianchao Fan, Xiaoxin Liu, Yuanyuan Hu, Min Han |
| 2019 | MaxEntropy Pursuit Variational Inference. | Evgenii Egorov, Kirill Neklyudov, Ruslan Kostoev, Evgeny Burnaev |
| 2019 | Automatic Seizure Detection Based on a Novel Multi-feature Fusion Method and EMD. | Lei Du, Yuwei Zhang, Qingfang Meng, Hanyong Zhang, Yang Li |
| 2019 | A Solution of Two-Person Zero Sum Differential Games with Incomplete State Information. | Kanghao Du, Ruizhuo Song, Qinglai Wei, Bo Zhao |