IEEE TNNLS October 2015 - Table of Contents

贾伟中科院合肥

The following articles appeared in the latest issue of IEEE Transactions on Neural Networks and Learning Systems; Volume 26, Issue 10, October 2015.

This issue published some papers on multilayer neural networks, interval support vector regression, distance metric learning, multiple kernel learning, and sparse representation. We welcome you to submit your papers on these topics 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 26, Issue 10, October 2015

1. Title: Scene Recognition by Manifold Regularized Deep Learning Architecture
Authors: Yuan Yuan; Lichao Mou; Xiaoqiang Lu
Page(s): 2222 - 2233
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7018034

2. Title: Linear-Time Subspace Clustering via Bipartite Graph Modeling
Authors: Amir Adler; Michael Elad; Yacov Hel-Or
Page(s): 2234 - 2246
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7046379

3. Title: Nuclear Norm-Based 2-DPCA for Extracting Features From Images
Authors: Fanlong Zhang; Jian Yang; Jianjun Qian; Yong Xu
Page(s): 2247 - 2260
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7004860

4. Title: Deformed Graph Laplacian for Semisupervised Learning
Authors: Chen Gong; Tongliang Liu; Dacheng Tao; Keren Fu; Enmei Tu; Jie Yang
Page(s): 2261- 2274
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7010929

5. Title: Learning to Rank for Blind Image Quality Assessment
Authors: Fei Gao; Dacheng Tao; Xinbo Gao; Xuelong Li
Page(s): 2275 - 2290
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7014257

6. Title: Matrix Variate Distribution-Induced Sparse Representation for Robust Image Classification
Authors: Jinhui Chen; Jian Yang; Lei Luo; Jianjun Qian; Wei Xu
Page(s): 2291 - 2300
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7041190

7. Title: Optimal Critic Learning for Robot Control in Time-Varying Environments
Authors: Chen Wang; Yanan Li; Shuzhi Sam Ge; Tong Heng Lee
Page(s): 2301 - 2310
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7004793

8. Title: Adaptive Control of Uncertain Nonaffine Nonlinear Systems With Input Saturation Using Neural Networks
Authors: Kasra Esfandiari; Farzaneh Abdollahi; Heidar Ali Talebi
Page(s): 2311 - 2322
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6994268

9. Title: Learning-Regulated Context Relevant Topographical Map
Authors: Pitoyo Hartono; Paul Hollensen; Thomas Trappenberg
Page(s): 2323 - 2335
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6998079

10. Title: Stochastic Stability of Delayed Neural Networks With Local Impulsive Effects
Authors: Wenbing Zhang; Yang Tang; Wai Keung Wong; Qingying Miao
Page(s): 2336 - 2345
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6998862

11. Title: Energy-to-Peak State Estimation for Markov Jump RNNs With Time-Varying Delays via Nonsynchronous Filter With Nonstationary Mode Transitions
Authors: Lixian Zhang; Yanzheng Zhu; Wei Xing Zheng
Page(s): 2346 - 2356
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7001688

12. Title: Linear Regression-Based Efficient SVM Learning for Large-Scale Classification
Authors: Jianxin Wu; Hao Yang
Page(s): 2357 - 2369
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7001722

13. Title: On the Role of Astroglial Syncytia in Self-Repairing Spiking Neural Networks
Authors: Muhammad Naeem; Liam J. McDaid; Jim Harkin; John J. Wade; John Marsland
Page(s): 2370 - 2380
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7001695

14. Title: Data Imputation Through the Identification of Local Anomalies
Authors: Huseyin Ozkan; Ozgun Soner Pelvan; Suleyman S. Kozat
Page(s): 2381 - 2395
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7010931

15. Title: Synchronization of Linearly Coupled Networks With Delays via Aperiodically Intermittent Pinning Control
Authors: Xiwei Liu; Tianping Chen
Page(s): 2396 - 2407
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7001721

16. Title: Memristor-Based Multilayer Neural Networks With Online Gradient Descent Training
Authors: Daniel Soudry; Dotan Di Castro; Asaf Gal; Avinoam Kolodny; Shahar Kvatinsky
Page(s): 2408 - 2421
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7010034

17. Title: A Kernel Adaptive Algorithm for Quaternion-Valued Inputs
Authors: Thomas K. Paul; Tokunbo Ogunfunmi
Page(s): 2422 - 2439
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7006723

18. Title: Automatic Face Naming by Learning Discriminative Affinity Matrices From Weakly Labeled Images
Authors: Shijie Xiao; Dong Xu; Jianxin Wu
Page(s): 2440 - 2452
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7017496

19. Title: Hierarchical Cooperative Control for Multiagent Systems With Switching Directed Topologies
Authors: Jianqiang Hu; Jinde Cao
Page(s): 2453 - 2463
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7008562

20. Title: Dependent Online Kernel Learning With Constant Number of Random Fourier Features
Authors: Zhen Hu; Ming Lin; Changshui Zhang
Page(s): 2464 - 2476
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7017528

21. Title: Deep and Shallow Architecture of Multilayer Neural Networks
Authors: Chih-Hung Chang
Page(s): 2477 - 2486
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7010967

22. Title: Global Synchronization of Complex Dynamical Networks Through Digital Communication With Limited Data Rate
Authors: Yan-Wu Wang; Tao Bian; Jiang-Wen Xiao; Changyun Wen
Page(s): 2487 - 2499
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7045507

23. Title: Solving Nonlinear Equality Constrained Multiobjective Optimization Problems Using Neural Networks
Authors: Mohammed Mestari; Mohammed Benzirar; Nadia Saber; Meryem Khouil
Page(s): 2500 - 2520
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7027829

24. Title: Global Nonlinear Kernel Prediction for Large Data Set With a Particle Swarm-Optimized Interval Support Vector Regression
Authors: Yongsheng Ding; Lijun Cheng; Witold Pedrycz; Kuangrong Hao
Page(s): 2521 - 2534
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7105391

25. Title: Optimal Control of Nonlinear Continuous-Time Systems in Strict-Feedback Form
Authors: Hassan Zargarzadeh; Travis Dierks; Sarangapani Jagannathan
Page(s): 2535 - 2549
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7131539

26. Title: $ {H}_{ {infty }}$  Tracking Control of Completely Unknown Continuous-Time Systems via Off-Policy Reinforcement Learning
Authors: Hamidreza Modares; Frank L. Lewis; Zhong-Ping Jiang
Page(s): 2550 - 2562
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7132753

27. Title: Global Neural Dynamic Surface Tracking Control of Strict-Feedback Systems With Application to Hypersonic Flight Vehicle
Authors: Bin Xu; Chenguang Yang; Yongping Pan
Page(s): 2563 - 2575
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7182323

28. Title: Sparse Representation in Kernel Machines
Authors: Hongwei Sun; Qiang Wu
Page(s): 2576 - 2582
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7024168

29. Title: Twin Support Vector Machine for Clustering
Authors: Zhen Wang; Yuan-Hai Shao; Lan Bai; Nai-Yang Deng
Page(s): 2583 - 2588
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7001711

30. Title: Stability Criteria for Recurrent Neural Networks With Time-Varying Delay Based on Secondary Delay Partitioning Method
Authors: Zhanshan Wang; Lei Liu; Qi-He Shan; Huaguang Zhang
Page(s): 2589 - 2595
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7010942

31. Title: On the Non-STDP Behavior and Its Remedy in a Floating-Gate Synapse
Authors: Roshan Gopalakrishnan; Arindam Basu
Page(s): 2596 - 2601
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7031963
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