IEEE Transactions on Neural Networks and Learning Systems; Volume 28, Issue 10, October 2017.

The following articles appeared in the latest issue of IEEE Transactions on Neural Networks and Learning Systems: Volume 28, Issue 10, October 2017.

This issue published papers on recurrent neural network, restricted boltzmann machine, feature analysis, deep belief network, reinforcement learning, hopfield neural network, neuromorphic systems, fractional-order neural networks, nonnegative matrix factorization, 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 28, Issue 10, October 2017.


1. LSTM: A Search Space Odyssey
Author(s): Klaus Greff; Rupesh K. Srivastava; Jan Koutník; Bas R. Steunebrink; Jürgen Schmidhuber
Page(s): 2222 - 2232
http://ieeexplore.ieee.org/document/7508408/

2. A New Discriminative Sparse Representation Method for Robust Face Recognition via l2 Regularization
Author(s): Yong Xu; Zuofeng Zhong; Jian Yang; Jane You; David Zhang
Page(s): 2233 - 2242
http://ieeexplore.ieee.org/document/7499803/

3. Kinematic Control of Redundant Manipulators Using Neural Networks
Author(s): Shuai Li; Yunong Zhang; Long Jin
Page(s): 2243 - 2254
http://ieeexplore.ieee.org/document/7499812/

4. Improving Neural-Network Classifiers Using Nearest Neighbor Partitioning
Author(s): Lin Wang; Bo Yang; Yuehui Chen; Xiaoqian Zhang; Jeff Orchard
Page(s): 2255 - 2267
http://ieeexplore.ieee.org/document/7502076/

5. Mesh Convolutional Restricted Boltzmann Machines for Unsupervised Learning of Features With Structure Preservation on 3-D Meshes
Author(s): Zhizhong Han; Zhenbao Liu; Junwei Han; Chi-Man Vong; Shuhui Bu; Chun Lung Philip Chen
Page(s): 2268 - 2281
http://ieeexplore.ieee.org/document/7502161/

6. Resolution of Singularities Introduced by Hierarchical Structure in Deep Neural Networks
Author(s): Tohru Nitta
Page(s): 2282 - 2293
http://ieeexplore.ieee.org/document/7502092/

7. Semisupervised Feature Analysis by Mining Correlations Among Multiple Tasks
Author(s): Xiaojun Chang; Yi Yang
Page(s): 2294 - 2305
http://ieeexplore.ieee.org/document/7506338/

8. Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics
Author(s): Chong Zhang; Pin Lim; A. K. Qin; Kay Chen Tan
Page(s): 2306 - 2318
http://ieeexplore.ieee.org/document/7508982/

9. Fractional Hopfield Neural Networks: Fractional Dynamic Associative Recurrent Neural Networks
Author(s): Yi-Fei Pu; Zhang Yi; Ji-Liu Zhou
Page(s): 2319 - 2333
http://ieeexplore.ieee.org/document/7513418/

10. Synchronization of Switched Neural Networks With Communication Delays via the Event-Triggered Control
Author(s): Shiping Wen; Zhigang Zeng; Michael Z. Q. Chen; Tingwen Huang
Page(s): 2334 - 2343
http://ieeexplore.ieee.org/document/7513419/

11. A Collective Neurodynamic Optimization Approach to Nonnegative Matrix Factorization
Author(s): Jianchao Fan; Jun Wang
Page(s): 2344 - 2356
http://ieeexplore.ieee.org/document/7514996/

12. A Biologically Inspired Appearance Model for Robust Visual Tracking
Author(s): Shengping Zhang; Xiangyuan Lan; Hongxun Yao; Huiyu Zhou; Dacheng Tao; Xuelong Li
Page(s): 2357 - 2370
http://ieeexplore.ieee.org/document/7516592/

13. Optimized Structure of the Traffic Flow Forecasting Model With a Deep Learning Approach
Author(s): Hao-Fan Yang; Tharam S. Dillon; Yi-Ping Phoebe Chen
Page(s): 2371 - 2381
http://ieeexplore.ieee.org/document/7517319/

14. Event-Based H∞ State Estimation for Time-Varying Stochastic Dynamical Networks With State- and Disturbance-Dependent Noises
Author(s): Li Sheng; Zidong Wang; Lei Zou; Fuad E. Alsaadi
Page(s): 2382 - 2394
http://ieeexplore.ieee.org/document/7517222/

15. Lagrange Programming Neural Network for Nondifferentiable Optimization Problems in Sparse Approximation
Author(s): Ruibin Feng; Chi-Sing Leung; Anthony G. Constantinides; Wen-Jun Zeng
Page(s): 2395 - 2407
http://ieeexplore.ieee.org/document/7524002/

16. Hierarchical Address Event Routing for Reconfigurable Large-Scale Neuromorphic Systems
Author(s): Jongkil Park; Theodore Yu; Siddharth Joshi; Christoph Maier; Gert Cauwenberghs
Page(s): 2408 - 2422
http://ieeexplore.ieee.org/document/7526444/

17. LMI Conditions for Global Stability of Fractional-Order Neural Networks
Author(s): Shuo Zhang; Yongguang Yu; Junzhi Yu
Page(s): 2423 - 2433
http://ieeexplore.ieee.org/document/7529054/

18. Off-Policy Reinforcement Learning for Synchronization in Multiagent Graphical Games
Author(s): Jinna Li; Hamidreza Modares; Tianyou Chai; Frank L. Lewis; Lihua Xie
Page(s): 2434 - 2445
http://ieeexplore.ieee.org/document/7902130/

19. Observer-Based Discrete-Time Nonnegative Edge Synchronization of Networked Systems
Author(s): Housheng Su; Han Wu; Xia Chen
Page(s): 2446 - 2455
http://ieeexplore.ieee.org/document/7999295/

20. Stability of Recurrent Neural Networks With Time-Varying Delay via Flexible Terminal Method
Author(s): Zhanshan Wang; Sanbo Ding; Qihe Shan; Huaguang Zhang
Page(s): 2456 - 2463
http://ieeexplore.ieee.org/document/7516646/