Posted by: Haibo He (ieeetnnls@gmail.com)
Date submitted: July 1, 2017
The following articles appeared in the latest issue of IEEE Transactions on Neural Networks and Learning Systems: Volume 28, Issue 7, July 2017.
This issue published papers on feature selection, adaptive control, support vector machines, deep neural networks, heuristic dynamic programming, recurrent neural networks, active learning, domain adaption, among others. We welcome your submissions to IEEE TNNLS.
These articles can be retrieved on IEEE Xplore:
http://ieeexplore.ieee.org/
or directly by clicking the individual paper URL below.
IEEE Transactions on Neural Networks and Learning Systems;
Volume 28, Issue 7, July 2017.
1. Feature Selection Based on Structured Sparsity: A Comprehensive Study
Author(s): Jie Gui; Zhenan Sun; Shuiwang Ji; Dacheng Tao; Tieniu Tan
Page(s): 1490 - 1507
http://ieeexplore.ieee.org/
2. Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer’s Disease
Author(s): Liqiang Nie; Luming Zhang; Lei Meng; Xuemeng Song; Xiaojun Chang; Xuelong Li
Page(s): 1508 - 1519
http://ieeexplore.ieee.org/
3. Observer-Based Adaptive NN Control for a Class of Uncertain Nonlinear Systems With Nonsymmetric Input Saturation
Author(s): Yong-Feng Gao; Xi-Ming Sun; Changyun Wen; Wei Wang
Page(s): 1520 - 1530
http://ieeexplore.ieee.org/
4. Neural Approximation-Based Adaptive Control for a Class of Nonlinear Nonstrict Feedback Discrete-Time Systems
Author(s): Yan-Jun Liu; Shu Li; Shaocheng Tong; C. L. Philip Chen
Page(s): 1531 - 1541
http://ieeexplore.ieee.org/
5. Characterization of Linearly Separable Boolean Functions: A Graph-Theoretic Perspective
Author(s): Yanyi Rao; Xianda Zhang
Page(s): 1542 - 1549
http://ieeexplore.ieee.org/
6. Fine-Grained Image Classification via Low-Rank Sparse Coding With General and Class-Specific Codebooks
Author(s): Chunjie Zhang; Chao Liang; Liang Li; Jing Liu; Qingming Huang; Qi Tian
Page(s): 1550 - 1559
http://ieeexplore.ieee.org/
7. Impulsive Multisynchronization of Coupled Multistable Neural Networks With Time-Varying Delay
Author(s): Yan-Wu Wang; Wu Yang; Jiang-Wen Xiao; Zhi-Gang Zeng
Page(s): 1560 - 1571
http://ieeexplore.ieee.org/
8. Embedded Streaming Deep Neural Networks Accelerator With Applications
Author(s): Aysegul Dundar; Jonghoon Jin; Berin Martini; Eugenio Culurciello
Page(s): 1572 - 1583
http://ieeexplore.ieee.org/
9. Solution Path for Pin-SVM Classifiers With Positive and Negative τ Values
Author(s): Xiaolin Huang; Lei Shi; Johan A. K. Suykens
Page(s): 1584 - 1593
http://ieeexplore.ieee.org/
10. Adaptive Event-Triggered Control Based on Heuristic Dynamic Programming for Nonlinear Discrete-Time Systems
Author(s): Lu Dong; Xiangnan Zhong; Changyin Sun; Haibo He
Page(s): 1594 - 1605
http://ieeexplore.ieee.org/
11. An Alternating Identification Algorithm for a Class of Nonlinear Dynamical Systems
Author(s): Yajun Zhang; Tianyou Chai; Dianhui Wang
Page(s): 1606 - 1617
http://ieeexplore.ieee.org/
12. Exponential Synchronization for Markovian Stochastic Coupled Neural Networks of Neutral-Type via Adaptive Feedback Control
Author(s): Huabin Chen; Peng Shi; Cheng-Chew Lim
Page(s): 1618 - 1632
http://ieeexplore.ieee.org/
13. Observer-Based Adaptive Neural Network Trajectory Tracking Control for Remotely Operated Vehicle
Author(s): Zhenzhong Chu; Daqi Zhu; Simon X. Yang
Page(s): 1633 - 1645
http://ieeexplore.ieee.org/
14. Structural Minimax Probability Machine
Author(s): Bin Gu; Xingming Sun; Victor S. Sheng
Page(s): 1646 - 1656
http://ieeexplore.ieee.org/
15. Global Synchronization of Multiple Recurrent Neural Networks With Time Delays via Impulsive Interactions
Author(s): Shaofu Yang; Zhenyuan Guo; Jun Wang
Page(s): 1657 - 1667
http://ieeexplore.ieee.org/
16. Batch Mode Active Learning for Regression With Expected Model Change
Author(s): Wenbin Cai; Muhan Zhang; Ya Zhang
Page(s): 1668 - 1681
http://ieeexplore.ieee.org/
17. Prediction Reweighting for Domain Adaptation
Author(s): Shuang Li; Shiji Song; Gao Huang
Page(s): 1682 - 1695
http://ieeexplore.ieee.org/
18. Switched-Observer-Based Adaptive Neural Control of MIMO Switched Nonlinear Systems With Unknown Control Gains
Author(s): Lijun Long; Jun Zhao
Page(s): 1696 - 1709
http://ieeexplore.ieee.org/
19. μ-Stability of Nonlinear Positive Systems With Unbounded Time-Varying Delays
Author(s): Tianping Chen; Xiwei Liu
Page(s): 1710 - 1715
http://ieeexplore.ieee.org/
20. Learning With Auxiliary Less-Noisy Labels
Author(s): Yunyan Duan; Ou Wu
Page(s): 1716 - 1721
http://ieeexplore.ieee.org/
21. Import Vector Domain Description: A Kernel Logistic One-Class Learning Algorithm
Author(s): Sergio Decherchi; Walter Rocchia
Page(s): 1722 - 1729
http://ieeexplore.ieee.org/
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