Monday, October 2, 2017

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
Pages: 2222 - 2232

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
Pages: 2233 - 2242

3. Kinematic Control of Redundant Manipulators Using Neural Networks
Author(s): Shuai Li; Yunong Zhang; Long Jin
Pages: 2243 - 2254

4. Improving Neural-Network Classifiers Using Nearest Neighbor Partitioning
Author(s): Lin Wang; Bo Yang; Yuehui Chen; Xiaoqian Zhang; Jeff Orchard
Pages: 2255 - 2267

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
Pages: 2268 - 2281

6. Resolution of Singularities Introduced by Hierarchical Structure in Deep Neural Networks
Author(s): Tohru Nitta
Pages: 2282 - 2293

7. Semisupervised Feature Analysis by Mining Correlations Among Multiple Tasks
Author(s): Xiaojun Chang; Yi Yang
Pages: 2294 - 2305

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
Pages: 2306 - 2318

9. Fractional Hopfield Neural Networks: Fractional Dynamic Associative Recurrent Neural Networks
Author(s): Yi-Fei Pu; Zhang Yi; Ji-Liu Zhou
Pages: 2319 - 2333

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
Pages: 2334 - 2343

11. A Collective Neurodynamic Optimization Approach to Nonnegative Matrix Factorization
Author(s): Jianchao Fan; Jun Wang
Pages: 2344 - 2356

12. A Biologically Inspired Appearance Model for Robust Visual Tracking
Author(s): Shengping Zhang; Xiangyuan Lan; Hongxun Yao; Huiyu Zhou; Dacheng Tao; Xuelong Li
Pages: 2357 - 2370

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
Pages: 2371 - 2381

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
Pages: 2382 - 2394

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
Pages: 2395 - 2407

16. Hierarchical Address Event Routing for Reconfigurable Large-Scale Neuromorphic Systems
Author(s): Jongkil Park; Theodore Yu; Siddharth Joshi; Christoph Maier; Gert Cauwenberghs
Pages: 2408 - 2422

17. LMI Conditions for Global Stability of Fractional-Order Neural Networks
Author(s): Shuo Zhang; Yongguang Yu; Junzhi Yu
Pages: 2423 - 2433

18. Off-Policy Reinforcement Learning for Synchronization in Multiagent Graphical Games
Author(s): Jinna Li; Hamidreza Modares; Tianyou Chai; Frank L. Lewis; Lihua Xie
Pages: 2434 - 2445

19. Observer-Based Discrete-Time Nonnegative Edge Synchronization of Networked Systems
Author(s): Housheng Su; Han Wu; Xia Chen
Pages: 2446 - 2455

20. Stability of Recurrent Neural Networks With Time-Varying Delay via Flexible Terminal Method
Author(s): Zhanshan Wang; Sanbo Ding; Qihe Shan; Huaguang Zhang
Pages: 2456 - 2463