IEEE Transactions on Neural Networks and Learning Systems, Volume 30, Issue 8, August 2019.

1. Dynamic Feature Acquisition Using Denoising Autoencoders
Author(s): Mohammad Kachuee; Sajad Darabi; Babak Moatamed; Majid Sarrafzadeh
Pages: 2252 - 2262

2. A Novel and Safe Two-Stage Screening Method for Support Vector Machine
Author(s): Xianli Pan; Yitian Xu
Pages: 2263 - 2274

3. Self-Tuned Discrimination-Aware Method for Unsupervised Feature Selection
Author(s): Xuelong Li; Mulin Chen; Qi Wang
Pages: 2275 - 2284

4. Fast-Time Stability of Temporal Boolean Networks
Author(s): Bowen Li; Jianquan Lu; Jie Zhong; Yang Liu
Pages: 2285 - 2294

5. A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification
Author(s): Yanan Sun; Bing Xue; Mengjie Zhang; Gary G. Yen
Pages: 2295 - 2309

6. Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning
Author(s): Changde Du; Changying Du; Lijie Huang; Huiguang He
Pages: 2310 - 2323

7. Integrated Sliding Mode Control and Neural Networks Based Packet Disordering Prediction for Nonlinear Networked Control Systems
Author(s): Bosen Lian; Qingling Zhang; Jinna Li
Pages: 2324 - 2335

8. Asynchronous Multiplex Communication Channels in 2-D Neural Network With Fluctuating Characteristics
Author(s): Shinichi Tamura; Yoshi Nishitani; Chie Hosokawa; Yuko Mizuno-Matsumoto
Pages: 2336 - 2345

9. Zeroing Neural Network for Solving Time-Varying Linear Equation and Inequality Systems
Author(s): Feng Xu; Zexin Li; Zhuoyun Nie; Hui Shao; Dongsheng Guo
Pages: 2346 - 2357

10. Global Synchronization of Coupled Fractional-Order Recurrent Neural Networks
Author(s): Peng Liu; Zhigang Zeng; Jun Wang
Pages: 2358 - 2368

11. Stochastic Graphlet Embedding
Author(s): Anjan Dutta; Hichem Sahbi
Pages: 2369 - 2382

12. Identification of the Structure of a Probabilistic Boolean Network From Samples Including Frequencies of Outcomes
Author(s): Tatsuya Akutsu; Avraham A. Melkman
Pages: 2383 - 2396

13. Two Birds With One Stone: A Coupled Poisson Deconvolution for Detecting and Describing Topics From Multimodal Web Data
Author(s): Junbiao Pang; Fei Tao; Qingming Huang; Qi Tian; Baocai Yin
Pages: 2397 - 2409

14. Modified Gram–Schmidt Method-Based Variable Projection Algorithm for Separable Nonlinear Models
Author(s): Guang-Yong Chen; Min Gan; Feng Ding; C. L. Philip Chen
Pages: 2410 - 2418

15. Power-Type Varying-Parameter RNN for Solving TVQP Problems: Design, Analysis, and Applications
Author(s): Zhijun Zhang; Ling-Dong Kong; Lunan Zheng
Pages: 2419 - 2433

16. Passivity and Synchronization of Coupled Uncertain Reaction–Diffusion Neural Networks With Multiple Time Delays
Author(s): Jin-Liang Wang; Zhen Qin; Huai-Ning Wu; Tingwen Huang
Pages: 2434 - 2448

17. Finding Principal Paths in Data Space
Author(s): Marco Jacopo Ferrarotti; Walter Rocchia; Sergio Decherchi
Pages: 2449 - 2462

18. t-Exponential Memory Networks for Question-Answering Machines
Author(s): Kyriakos Tolias; Sotirios P. Chatzis
Pages: 2463 - 2477

19. Near-Nash Equilibrium Control Strategy for Discrete-Time Nonlinear Systems With Round-Robin Protocol
Author(s): Peng Zhang; Yuan Yuan; Hongjiu Yang; Huaping Liu
Pages: 2478 - 2492

20. Covariance Matrix Adaptation for Multiobjective Multiarmed Bandits
Author(s): Mădălina M. Drugan
Pages: 2493 - 2502

21. A Two-Timescale Duplex Neurodynamic Approach to Biconvex Optimization
Author(s): Hangjun Che; Jun Wang
Pages: 2503 - 2514

22. Plume Tracing via Model-Free Reinforcement Learning Method
Author(s): Hangkai Hu; Shiji Song; C. L. Phillip Chen
Pages: 2515 - 2527

23. Extended Dissipativity Analysis for Markovian Jump Neural Networks With Time-Varying Delay via Delay-Product-Type Functionals
Author(s): Wen-Juan Lin; Yong He; Chuan-Ke Zhang; Min Wu; Jianhua Shen
Pages: 2528 - 2537

24. Recurrent Neural Network Model: A New Strategy to Solve Fuzzy Matrix Games
Author(s): Amin Mansoori; Mohammad Eshaghnezhad; Sohrab Effati
Pages: 2538 - 2547

25. Function Perturbation Impact on Feedback Stabilization of Boolean Control Networks
Author(s): Xiaodong Li; Haitao Li; Guodong Zhao
Pages: 2548 - 2554

26. Set Stabilization of Probabilistic Boolean Networks Using Pinning Control
Author(s): Fangfei Li; Lihua Xie
Pages: 2555 - 2561

27. Stability Analysis for Delayed Neural Networks via Improved Auxiliary Polynomial-Based Functions
Author(s): Zhichen Li; Huaicheng Yan; Hao Zhang; Xisheng Zhan; Congzhi Huang
Pages: 2562 - 2568