Tuesday 1 May 2018

IEEE TNNLS May 2018 - Table of Contents

IEEE Transactions on Neural Networks and Learning Systems; Volume 29, Issue 5, May 2018.
Posted by: Haibo He (ieeetnnls@gmail.com)
Date submitted: May 1, 2018.

The following articles appeared in the latest issue of IEEE Transactions on Neural Networks and Learning Systems: Volume 29, Issue 5, May 2018.

This issue published papers on adaptive control, deep learning, memristor neural network, recurrent neural network, support vector machine, feature selection, among others. We welcome your submissions to IEEE TNNLS.

These articles can be retrieved on IEEE Xplore:
http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=5962385
or directly by clicking the individual paper URL below.

IEEE Transactions on Neural Networks and Learning Systems;
Volume 29, Issue 5, May 2018.


1. Logistic Localized Modeling of the Sample Space for Feature Selection and Classification
Author(s): Narges Armanfard; James P. Reilly; Majid Komeili
Page(s): 1396 - 1413
http://ieeexplore.ieee.org/document/7883954/

2. Manifold Warp Segmentation of Human Action
Author(s): Shenglan Liu; Lin Feng; Yang Liu; Hong Qiao; Jun Wu; Wei Wang
Page(s): 1414 - 1426
http://ieeexplore.ieee.org/document/7874160/

3. Computational Model Based on Neural Network of Visual Cortex for Human Action Recognition
Author(s): Haihua Liu; Na Shu; Qiling Tang; Wensheng Zhang
Page(s): 1427 - 1440
http://ieeexplore.ieee.org/document/7874146/

4. DeepX: Deep Learning Accelerator for Restricted Boltzmann Machine Artificial Neural Networks
Author(s): Lok-Won Kim
Page(s): 1441 - 1453
http://ieeexplore.ieee.org/document/7874153/

5. Preconditioned Stochastic Gradient Descent
Author(s): Xi-Lin Li
Page(s): 1454 - 1466
http://ieeexplore.ieee.org/document/7875097/

6. Global H_infty Pinning Synchronization of Complex Networks With Sampled-Data Communications
Author(s): Zhaowen Xu; Peng Shi; Hongye Su; Zheng-Guang Wu; Tingwen Huang
Page(s): 1467 - 1476
http://ieeexplore.ieee.org/document/7875447/

7. Robust Finite-Time Stabilization of Fractional-Order Neural Networks With Discontinuous and Continuous Activation Functions Under Uncertainty
Author(s): Zhixia Ding; Zhigang Zeng; Leimin Wang
Page(s): 1477 - 1490
http://ieeexplore.ieee.org/document/7875472/

8. Stability Analysis and Application for Delayed Neural Networks Driven by Fractional Brownian Noise
Author(s): Wuneng Zhou; Xianghui Zhou; Jun Yang; Jun Zhou; Dongbing Tong
Page(s): 1491 - 1502
http://ieeexplore.ieee.org/document/7875505/

9. Discriminative Sparse Neighbor Approximation for Imbalanced Learning
Author(s): Chen Huang; Chen Change Loy; Xiaoou Tang
Page(s): 1503 - 1513
http://ieeexplore.ieee.org/document/7875451/

10. Data-Driven Multiagent Systems Consensus Tracking Using Model Free Adaptive Control
Author(s): Xuhui Bu; Zhongsheng Hou; Hongwei Zhang
Page(s): 1514 - 1524
http://ieeexplore.ieee.org/document/7878676/

11. Reinforced Robust Principal Component Pursuit
Author(s): Pratik Prabhanjan Brahma; Yiyuan She; Shijie Li; Jiade Li; Dapeng Wu
Page(s): 1525 - 1538
http://ieeexplore.ieee.org/document/7878661/

12. Adaptive Boundary Iterative Learning Control for an Euler–Bernoulli Beam System With Input Constraint
Author(s): Wei He; Tingting Meng; Deqing Huang; Xuefang Li
Page(s): 1539 - 1549
http://ieeexplore.ieee.org/document/7879337/

13. Synchronization of Coupled Reaction–Diffusion Neural Networks With Directed Topology via an Adaptive Approach
Author(s): Hao Zhang; Yin Sheng; Zhigang Zeng
Page(s): 1550 - 1561
http://ieeexplore.ieee.org/document/7879312/

14. Solving Multiextremal Problems by Using Recurrent Neural Networks
Author(s): Alaeddin Malek; Najmeh Hosseinipour-Mahani
Page(s): 1562 - 1574
http://ieeexplore.ieee.org/document/7879835/

15. Multitarget Sparse Latent Regression
Author(s): Xiantong Zhen; Mengyang Yu; Feng Zheng; Ilanit Ben Nachum; Mousumi Bhaduri; David Laidley; Shuo Li
Page(s): 1575 - 1586
http://ieeexplore.ieee.org/document/7879814/

16. Convolution in Convolution for Network in Network
Author(s): Yanwei Pang; Manli Sun; Xiaoheng Jiang; Xuelong Li
Page(s): 1587 - 1597
http://ieeexplore.ieee.org/document/7879808/

17. Application of LMS-Based NN Structure for Power Quality Enhancement in a Distribution Network Under Abnormal Conditions
Author(s): Rahul Kumar Agarwal; Ikhlaq Hussain; Bhim Singh
Page(s): 1598 - 1607
http://ieeexplore.ieee.org/document/7879804/

18. A Confident Information First Principle for Parameter Reduction and Model Selection of Boltzmann Machines
Author(s): Xiaozhao Zhao; Yuexian Hou; Dawei Song; Wenjie Li
Page(s): 1608 - 1621
http://ieeexplore.ieee.org/document/7879831/

19. AnRAD: A Neuromorphic Anomaly Detection Framework for Massive Concurrent Data Streams
Author(s): Qiuwen Chen; Ryan Luley; Qing Wu; Morgan Bishop; Richard W. Linderman; Qinru Qiu
Page(s): 1622 - 1636
http://ieeexplore.ieee.org/document/7880607/

20. Dynamic Uncertain Causality Graph for Knowledge Representation and Reasoning: Utilization of Statistical Data and Domain Knowledge in Complex Cases
Author(s): Qin Zhang; Quanying Yao
Page(s): 1637 - 1651
http://ieeexplore.ieee.org/document/7880588/

21. Recurrent Neural Networks With Auxiliary Memory Units
Author(s): Jianyong Wang; Lei Zhang; Quan Guo; Zhang Yi
Page(s): 1652 - 1661
http://ieeexplore.ieee.org/document/7883962/

22. Random Forest Classifier for Zero-Shot Learning Based on Relative Attribute
Author(s): Yuhu Cheng; Xue Qiao; Xuesong Wang; Qiang Yu
Page(s): 1662 - 1674
http://ieeexplore.ieee.org/document/7883945/

23. Improving Crowdsourced Label Quality Using Noise Correction
Author(s): Jing Zhang; Victor S. Sheng; Tao Li; Xindong Wu
Page(s): 1675 - 1688
http://ieeexplore.ieee.org/document/7885126/

24. Hyperbolic Gradient Operator and Hyperbolic Back-Propagation Learning Algorithms
Author(s): Tohru Nitta; Yasuaki Kuroe
Page(s): 1689 - 1702
http://ieeexplore.ieee.org/document/7885584/

25. Autonomous Data Collection Using a Self-Organizing Map
Author(s): Jan Faigl; Geoffrey A. Hollinger
Page(s): 1703 - 1715
http://ieeexplore.ieee.org/document/7888568/

26. A Preference-Based Multiobjective Evolutionary Approach for Sparse Optimization
Author(s): Hui Li; Qingfu Zhang; Jingda Deng; Zong-Ben Xu
Page(s): 1716 - 1731
http://ieeexplore.ieee.org/document/7889034/

27. Asynchronous State Estimation for Discrete-Time Switched Complex Networks With Communication Constraints
Author(s): Dan Zhang; Qing-Guo Wang; Dipti Srinivasan; Hongyi Li; Li Yu
Page(s): 1732 - 1746
http://ieeexplore.ieee.org/document/7889020/

28. Cluster Synchronization for Interacting Clusters of Nonidentical Nodes via Intermittent Pinning Control
Author(s): Yu Kang; Jiahu Qin; Qichao Ma; Huijun Gao; Wei Xing Zheng
Page(s): 1747 - 1759
http://ieeexplore.ieee.org/document/7892851/

29. SCE: A Manifold Regularized Set-Covering Method for Data Partitioning
Author(s): Xuelong Li; Quanmao Lu; Yongsheng Dong; Dacheng Tao
Page(s): 1760 - 1773
http://ieeexplore.ieee.org/document/7892917/

30. Efficient kNN Classification With Different Numbers of Nearest Neighbors
Author(s): Shichao Zhang; Xuelong Li; Ming Zong; Xiaofeng Zhu; Ruili Wang
Page(s): 1774 - 1785
http://ieeexplore.ieee.org/document/7898482/

31. Manifold Regularized Correlation Object Tracking
Author(s): Hongwei Hu; Bo Ma; Jianbing Shen; Ling Shao
Page(s): 1786 - 1795
http://ieeexplore.ieee.org/document/7896655/

32. Bioinspired Approach to Modeling Retinal Ganglion Cells Using System Identification Techniques
Author(s): Philip J. Vance; Gautham P. Das; Dermot Kerr; Sonya A. Coleman; T. Martin McGinnity; Tim Gollisch; Jian K. Liu
Page(s): 1796 - 1808
http://ieeexplore.ieee.org/document/7898416/

33. Synchronization Criteria for Discontinuous Neural Networks With Mixed Delays via Functional Differential Inclusions
Author(s): Dongshu Wang; Lihong Huang; Longkun Tang
Page(s): 1809 - 1821
http://ieeexplore.ieee.org/document/7895163/

34. New Conditions for Global Asymptotic Stability of Memristor Neural Networks
Author(s): Mauro Di Marco; Mauro Forti; Luca Pancioni
Page(s): 1822 - 1834
http://ieeexplore.ieee.org/document/7896634/

35. Doubly Nonparametric Sparse Nonnegative Matrix Factorization Based on Dependent Indian Buffet Processes
Author(s): Junyu Xuan; Jie Lu; Guangquan Zhang; Richard Yi Da Xu; Xiangfeng Luo
Page(s): 1835 - 1849
http://ieeexplore.ieee.org/document/7896614/

36. Event-Sampled Direct Adaptive NN Output- and State-Feedback Control of Uncertain Strict-Feedback System
Author(s): Nathan Szanto; Vignesh Narayanan; Sarangapani Jagannathan
Page(s): 1850 - 1863
http://ieeexplore.ieee.org/document/7896619/

37. Modeling and Analysis of Beta Oscillations in the Basal Ganglia
Author(s): Chen Liu; Jiang Wang; Huiyan Li; Chris Fietkiewicz; Kenneth A. Loparo
Page(s): 1864 - 1875
http://ieeexplore.ieee.org/document/7898504/

38. Safe Screening Rules for Accelerating Twin Support Vector Machine Classification
Author(s): Xianli Pan; Zhiji Yang; Yitian Xu; Laisheng Wang
Page(s): 1876 - 1887
http://ieeexplore.ieee.org/document/7896625/

39. Dissipativity-Based Resilient Filtering of Periodic Markovian Jump Neural Networks With Quantized Measurements
Author(s): Renquan Lu; Jie Tao; Peng Shi; Hongye Su; Zheng-Guang Wu; Yong Xu
Page(s): 1888 - 1899
http://ieeexplore.ieee.org/document/7896647/

40. Singularities of Three-Layered Complex-Valued Neural Networks With Split Activation Function
Author(s): Masaki Kobayashi
Page(s): 1900 - 1907
http://ieeexplore.ieee.org/document/7896639/

41. A Novel Recurrent Neural Network for Manipulator Control With Improved Noise Tolerance
Author(s): Shuai Li; Huanqing Wang; Muhammad Usman Rafique
Page(s): 1908 - 1918
http://ieeexplore.ieee.org/document/7896650/

42. Sensitivity Analysis for Probabilistic Neural Network Structure Reduction
Author(s): Piotr A. Kowalski; Maciej Kusy
Page(s): 1919 - 1932
http://ieeexplore.ieee.org/document/7898461/

43. Observer-Based Robust Coordinated Control of Multiagent Systems With Input Saturation
Author(s): Xiaoling Wang; Housheng Su; Michael Z. Q. Chen; Xiaofan Wang
Page(s): 1933 - 1946
http://ieeexplore.ieee.org/document/7898828/

44. Robust Structured Nonnegative Matrix Factorization for Image Representation
Author(s): Zechao Li; Jinhui Tang; Xiaofei He
Page(s): 1947 - 1960
http://ieeexplore.ieee.org/document/7902136/

45. Extended Polynomial Growth Transforms for Design and Training of Generalized Support Vector Machines
Author(s): Ahana Gangopadhyay; Oindrila Chatterjee; Shantanu Chakrabartty
Page(s): 1961 - 1974
http://ieeexplore.ieee.org/document/7902102/

46. On Better Exploring and Exploiting Task Relationships in Multitask Learning: Joint Model and Feature Learning
Author(s): Ya Li; Xinmei Tian; Tongliang Liu; Dacheng Tao
Page(s): 1975 - 1985
http://ieeexplore.ieee.org/document/7902220/

47. Robust Multiview Data Analysis Through Collective Low-Rank Subspace
Author(s): Zhengming Ding; Yun Fu
Page(s): 1986 - 1997
http://ieeexplore.ieee.org/document/7902214/

48. Tensor-Factorized Neural Networks
Author(s): Jen-Tzung Chien; Yi-Ting Bao
Page(s): 1998 - 2011
http://ieeexplore.ieee.org/document/7902201/

49. A Novel Pruning Algorithm for Smoothing Feedforward Neural Networks Based on Group Lasso Method
Author(s): Jian Wang; Chen Xu; Xifeng Yang; Jacek M. Zurada
Page(s): 2012 - 2024
http://ieeexplore.ieee.org/document/8051266/

50. Classification With Truncated L1 Distance Kernel
Author(s): Xiaolin Huang; Johan A. K. Suykens; Shuning Wang; Joachim Hornegger; Andreas Maier
Page(s): 2025 - 2030
http://ieeexplore.ieee.org/document/7867066/

51. Policy Iteration Algorithm for Optimal Control of Stochastic Logical Dynamical Systems
Author(s): Yuhu Wu; Tielong Shen
Page(s): 2031 - 2036
http://ieeexplore.ieee.org/document/7872419/

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