Monday, February 24, 2020

IEEE Transactions on Neural Networks and Learning Systems, Volume 31, Issue 2, February 2020

1. Selection and Optimization of Temporal Spike Encoding Methods for Spiking Neural Networks
Author(s): Balint Petro; Nikola Kasabov; Rita M. Kiss
Pages: 358 - 370

2. A White-Box Equivalent Neural Network Circuit Model for SoC Estimation of Electrochemical Cells
Author(s): Massimiliano Luzi; Fabio Massimo Frattale Mascioli; Maurizio Paschero; Antonello Rizzi
Pages: 371 - 382

3. Deep Decision Tree Transfer Boosting
Author(s): Shuhui Jiang; Haiyi Mao; Zhengming Ding; Yun Fu
Pages: 383 - 395

4. H∞ Static Output-Feedback Control Design for Discrete-Time Systems Using Reinforcement Learning
Author(s): Amir Parviz Valadbeigi; Ali Khaki Sedigh; F. L. Lewis
Pages: 396 - 406

5. Neural Network-Based Distributed Cooperative Learning Control for Multiagent Systems via Event-Triggered Communication
Author(s): Fei Gao; Weisheng Chen; Zhiwu Li; Jing Li; Bin Xu
Pages: 407 - 419

6. Distributed Fault-Tolerant Control of Multiagent Systems: An Adaptive Learning Approach
Author(s): Mohsen Khalili; Xiaodong Zhang; Yongcan Cao; Marios M. Polycarpou; Thomas Parisini
Pages: 420 - 432

7. Joint Principal Component and Discriminant Analysis for Dimensionality Reduction
Author(s): Xiaowei Zhao; Jun Guo; Feiping Nie; Ling Chen; Zhihui Li; Huaxiang Zhang
Pages: 433 - 444

8. Term Selection for a Class of Separable Nonlinear Models
Author(s): Min Gan; Guang-Yong Chen; Long Chen; C. L. Philip Chen
Pages: 445 - 451

9. Local Synchronization of Interconnected Boolean Networks With Stochastic Disturbances
Author(s): Hongwei Chen; Jinling Liang
Pages: 452 - 463

10. Information Transmitted From Bioinspired Neuron–Astrocyte Network Improves Cortical Spiking Network’s Pattern Recognition Performance
Author(s): Soheila Nazari; Masoud Amiri; Karim Faez; Marc M. Van Hulle
Pages: 464 - 474

11. Flow Adversarial Networks: Flowrate Prediction for Gas–Liquid Multiphase Flows Across Different Domains
Author(s): Delin Hu; Jinku Li; Yinyan Liu; Yi Li
Pages: 475 - 487

12. PCNN Mechanism and its Parameter Settings
Author(s): Xiangyu Deng; Chunman Yan; Yide Ma
Pages: 488 - 501

13. Hidden Bursting Firings and Bifurcation Mechanisms in Memristive Neuron Model With Threshold Electromagnetic Induction
Author(s): Han Bao; Aihuang Hu; Wenbo Liu; Bocheng Bao
Pages: 502 - 511

14. The Hierarchical Continuous Pursuit Learning Automation: A Novel Scheme for Environments With Large Numbers of Actions
Author(s): Anis Yazidi; Xuan Zhang; Lei Jiao; B. John Oommen
Pages: 512 - 526

15. Greedy Projected Gradient-Newton Method for Sparse Logistic Regression
Author(s): Rui Wang; Naihua Xiu; Chao Zhang
Pages: 527 - 538

16. Metacognitive Octonion-Valued Neural Networks as They Relate to Time Series Analysis
Author(s): Lyes Saad Saoud; Reza Ghorbani
Pages: 539 - 548

17. Adaptive Optimal Control for a Class of Nonlinear Systems: The Online Policy Iteration Approach
Author(s): Shuping He; Haiyang Fang; Maoguang Zhang; Fei Liu; Zhengtao Ding
Pages: 549 - 558

18. Joint and Direct Optimization for Dictionary Learning in Convolutional Sparse Representation
Author(s): Guan-Ju Peng
Pages: 559 - 573

19. Toward Compact ConvNets via Structure-Sparsity Regularized Filter Pruning
Author(s): Shaohui Lin; Rongrong Ji; Yuchao Li; Cheng Deng; Xuelong Li
Pages: 574 - 588

20. Eliminating the Permutation Ambiguity of Convolutive Blind Source Separation by Using Coupled Frequency Bins
Author(s): Kan Xie; Guoxu Zhou; Junjie Yang; Zhaoshui He; Shengli Xie
Pages: 589 - 599

21. Marginalized Multiview Ensemble Clustering
Author(s): Zhiqiang Tao; Hongfu Liu; Sheng Li; Zhengming Ding; Yun Fu
Pages: 600 - 611

22. Distribution-Free Probability Density Forecast Through Deep Neural Networks
Author(s): Tianyu Hu; Qinglai Guo; Zhengshuo Li; Xinwei Shen; Hongbin Sun
Pages: 612 - 625

23. Fast Semisupervised Learning With Bipartite Graph for Large-Scale Data
Author(s): Fang He; Feiping Nie; Rong Wang; Xuelong Li; Weimin Jia
Pages: 626 - 638

24. Passivity Analysis for Quaternion-Valued Memristor-Based Neural Networks With Time-Varying Delay
Author(s): Ning Li; Wei Xing Zheng
Pages: 639 - 650

25. Probabilistic Neural Network With Complex Exponential Activation Functions in Image Recognition
Author(s): Andrey V. Savchenko
Pages: 651 - 660

26. Spatial Pyramid-Enhanced NetVLAD With Weighted Triplet Loss for Place Recognition
Author(s): Jun Yu; Chaoyang Zhu; Jian Zhang; Qingming Huang; Dacheng Tao
Pages: 661 - 674

27. Stability Analysis for Delayed Neural Networks With an Improved General Free-Matrix-Based Integral Inequality
Author(s): Jun Chen; Ju H. Park; Shengyuan Xu
Pages: 675 - 684

28. G-Softmax: Improving Intraclass Compactness and Interclass Separability of Features
Author(s): Yan Luo; Yongkang Wong; Mohan Kankanhalli; Qi Zhao
Pages: 685 - 699

29. Stabilization of Second-Order Memristive Neural Networks With Mixed Time Delays via Nonreduced Order
Author(s): Guodong Zhang; Zhigang Zeng
Pages: 700 - 706

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