Friday, May 4, 2018

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
Pages: 1396 - 1413

2. Manifold Warp Segmentation of Human Action
Author(s): Shenglan Liu; Lin Feng; Yang Liu; Hong Qiao; Jun Wu; Wei Wang
Pages: 1414 - 1426

3. Computational Model Based on Neural Network of Visual Cortex for Human Action Recognition
Author(s): Haihua Liu; Na Shu; Qiling Tang; Wensheng Zhang
Pages: 1427 - 1440

4. DeepX: Deep Learning Accelerator for Restricted Boltzmann Machine Artificial Neural Networks
Author(s): Lok-Won Kim
Pages: 1441 - 1453

5. Preconditioned Stochastic Gradient Descent
Author(s): Xi-Lin Li
Pages: 1454 - 1466

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
Pages: 1467 - 1476

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
Pages: 1477 - 1490

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
Pages: 1491 - 1502

9. Discriminative Sparse Neighbor Approximation for Imbalanced Learning
Author(s): Chen Huang; Chen Change Loy; Xiaoou Tang
Pages: 1503 - 1513

10. Data-Driven Multiagent Systems Consensus Tracking Using Model Free Adaptive Control
Author(s): Xuhui Bu; Zhongsheng Hou; Hongwei Zhang
Pages: 1514 - 1524

11. Reinforced Robust Principal Component Pursuit
Author(s): Pratik Prabhanjan Brahma; Yiyuan She; Shijie Li; Jiade Li; Dapeng Wu
Pages: 1525 - 1538

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
Pages: 1539 - 1549

13. Synchronization of Coupled Reaction–Diffusion Neural Networks With Directed Topology via an Adaptive Approach
Author(s): Hao Zhang; Yin Sheng; Zhigang Zeng
Pages: 1550 - 1561

14. Solving Multiextremal Problems by Using Recurrent Neural Networks
Author(s): Alaeddin Malek; Najmeh Hosseinipour-Mahani
Pages: 1562 - 1574

15. Multitarget Sparse Latent Regression
Author(s): Xiantong Zhen; Mengyang Yu; Feng Zheng; Ilanit Ben Nachum; Mousumi Bhaduri; David Laidley; Shuo Li
Pages: 1575 - 1586

16. Convolution in Convolution for Network in Network
Author(s): Yanwei Pang; Manli Sun; Xiaoheng Jiang; Xuelong Li
Pages: 1587 - 1597

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
Pages: 1598 - 1607

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
Pages: 1608 - 1621

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
Pages: 1622 - 1636

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
Pages: 1637 - 1651

21. Recurrent Neural Networks With Auxiliary Memory Units
Author(s): Jianyong Wang; Lei Zhang; Quan Guo; Zhang Yi
Pages: 1652 - 1661

22. Random Forest Classifier for Zero-Shot Learning Based on Relative Attribute
Author(s): Yuhu Cheng; Xue Qiao; Xuesong Wang; Qiang Yu
Pages: 1662 - 1674

23. Improving Crowdsourced Label Quality Using Noise Correction
Author(s): Jing Zhang; Victor S. Sheng; Tao Li; Xindong Wu
Pages: 1675 - 1688

24. Hyperbolic Gradient Operator and Hyperbolic Back-Propagation Learning Algorithms
Author(s): Tohru Nitta; Yasuaki Kuroe
Pages: 1689 - 1702

25. Autonomous Data Collection Using a Self-Organizing Map
Author(s): Jan Faigl; Geoffrey A. Hollinger
Pages: 1703 - 1715

26. A Preference-Based Multiobjective Evolutionary Approach for Sparse Optimization
Author(s): Hui Li; Qingfu Zhang; Jingda Deng; Zong-Ben Xu
Pages: 1716 - 1731

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
Pages: 1732 - 1746

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
Pages: 1747 - 1759

29. SCE: A Manifold Regularized Set-Covering Method for Data Partitioning
Author(s): Xuelong Li; Quanmao Lu; Yongsheng Dong; Dacheng Tao
Pages: 1760 - 1773

30. Efficient kNN Classification With Different Numbers of Nearest Neighbors
Author(s): Shichao Zhang; Xuelong Li; Ming Zong; Xiaofeng Zhu; Ruili Wang
Pages: 1774 - 1785

31. Manifold Regularized Correlation Object Tracking
Author(s): Hongwei Hu; Bo Ma; Jianbing Shen; Ling Shao
Pages: 1786 - 1795

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
Pages: 1796 - 1808

33. Synchronization Criteria for Discontinuous Neural Networks With Mixed Delays via Functional Differential Inclusions
Author(s): Dongshu Wang; Lihong Huang; Longkun Tang
Pages: 1809 - 1821

34. New Conditions for Global Asymptotic Stability of Memristor Neural Networks
Author(s): Mauro Di Marco; Mauro Forti; Luca Pancioni
Pages: 1822 - 1834

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
Pages: 1835 - 1849

36. Event-Sampled Direct Adaptive NN Output- and State-Feedback Control of Uncertain Strict-Feedback System
Author(s): Nathan Szanto; Vignesh Narayanan; Sarangapani Jagannathan
Pages: 1850 - 1863

37. Modeling and Analysis of Beta Oscillations in the Basal Ganglia
Author(s): Chen Liu; Jiang Wang; Huiyan Li; Chris Fietkiewicz; Kenneth A. Loparo
Pages: 1864 - 1875

38. Safe Screening Rules for Accelerating Twin Support Vector Machine Classification
Author(s): Xianli Pan; Zhiji Yang; Yitian Xu; Laisheng Wang
Pages: 1876 - 1887

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
Pages: 1888 - 1899

40. Singularities of Three-Layered Complex-Valued Neural Networks With Split Activation Function
Author(s): Masaki Kobayashi
Pages: 1900 - 1907

41. A Novel Recurrent Neural Network for Manipulator Control With Improved Noise Tolerance
Author(s): Shuai Li; Huanqing Wang; Muhammad Usman Rafique
Pages: 1908 - 1918

42. Sensitivity Analysis for Probabilistic Neural Network Structure Reduction
Author(s): Piotr A. Kowalski; Maciej Kusy
Pages: 1919 - 1932

43. Observer-Based Robust Coordinated Control of Multiagent Systems With Input Saturation
Author(s): Xiaoling Wang; Housheng Su; Michael Z. Q. Chen; Xiaofan Wang
Pages: 1933 - 1946

44. Robust Structured Nonnegative Matrix Factorization for Image Representation
Author(s): Zechao Li; Jinhui Tang; Xiaofei He
Pages: 1947 - 1960

45. Extended Polynomial Growth Transforms for Design and Training of Generalized Support Vector Machines
Author(s): Ahana Gangopadhyay; Oindrila Chatterjee; Shantanu Chakrabartty
Pages: 1961 - 1974

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
Pages: 1975 - 1985

47. Robust Multiview Data Analysis Through Collective Low-Rank Subspace
Author(s): Zhengming Ding; Yun Fu
Pages: 1986 - 1997

48. Tensor-Factorized Neural Networks
Author(s): Jen-Tzung Chien; Yi-Ting Bao
Pages: 1998 - 2011

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
Pages: 2012 - 2024

50. Classification With Truncated L1 Distance Kernel
Author(s): Xiaolin Huang; Johan A. K. Suykens; Shuning Wang; Joachim Hornegger; Andreas Maier
Pages: 2025 - 2030

51. Policy Iteration Algorithm for Optimal Control of Stochastic Logical Dynamical Systems
Author(s) Yuhu Wu; Tielong Shen
Pages: 2031 - 2036