IEEE Transactions on Neural Networks and Learning Systems, Volume 26, Issue 8, August 2015

1. Dimensionality Reduction for Hyperspectral Data Based on Class-Aware Tensor Neighborhood Graph and Patch Alignment
Author(s): Gao, Y. ; Wang, X. ; Cheng, Y. ; Wang, Z.J.
Page(s): 1582 - 1593

2. Self-Organizing Map With Time-Varying Structure to Plan and Control Artificial Locomotion
Author(s): Araujo, A.F.R. ; Santana, O.V.
Page(s): 1594 - 1607

3. Two-Stage Orthogonal Least Squares Methods for Neural Network Construction
Author(s): Zhang, L. ; Li, K. ; Bai, E. ; Irwin, G.W.
Page(s): 1608 - 1621

4. Learning a Probabilistic Topology Discovering Model for Scene Categorization
Author(s): Zhang, L. ; Ji, R. ; Xia, Y. ; Zhang, Y. ; Li, X.
Page(s): 1622 - 1634

5. A Convex Geometry-Based Blind Source Separation Method for Separating Nonnegative Sources
Author(s): Yang, Z. ; Xiang, Y. ; Rong, Y. ; Xie, K.
Page(s): 1635 - 1644

6. Approximate N -Player Nonzero-Sum Game Solution for an Uncertain Continuous Nonlinear System
Author(s): Johnson, M. ; Kamalapurkar, R. ; Bhasin, S. ; Dixon, W.E.
Page(s): 1645 - 1658

7. A Hybrid Constructive Algorithm for Single-Layer Feedforward Networks Learning
Author(s): Wu, X. ; Rozycki, P. ; Wilamowski, B.M.
Page(s): 1659 - 1668

8. Two-Stage Regularized Linear Discriminant Analysis for 2-D Data
Author(s): Zhao, J. ; Shi, L. ; Zhu, J.
Page(s): 1669 - 1681

9. Region-Based Object Recognition by Color Segmentation Using a Simplified PCNN
Author(s): Chen, Y. ; Ma, Y. ; Kim, D.H. ; Park, S.
Page(s): 1682 - 1697

10. Graph Theory-Based Approach for Stability Analysis of Stochastic Coupled Systems With Lévy Noise on Networks
Author(s): Zhang, C. ; Li, W. ; Wang, K.
Page(s): 1698 - 1709

11. Asynchronous Event-Based Multikernel Algorithm for High-Speed Visual Features Tracking
Author(s): Lagorce, X. ; Meyer, C. ; Ieng, S. ; Filliat, D. ; Benosman, R.
Page(s): 1710 - 1720

12. An Experimentation Platform for On-Chip Integration of Analog Neural Networks: A Pathway to Trusted and Robust Analog/RF ICs
Author(s): Maliuk, D. ; Makris, Y.
Page(s): 1721 - 1734

13. Opportunistic Behavior in Motivated Learning Agents
Author(s): Graham, J. ; Starzyk, J.A. ; Jachyra, D.
Page(s): 1735 - 1746

14. Adaptive Batch Mode Active Learning
Author(s): Chakraborty, S. ; Balasubramanian, V. ; Panchanathan, S.
Page(s): 1747 - 1760

15. Incremental Generalized Discriminative Common Vectors for Image Classification
Author(s): Diaz-Chito, K. ; Ferri, F.J. ; Diaz-Villanueva, W.
Page(s): 1761 - 1775

16. Finite-Horizon Near-Optimal Output Feedback Neural Network Control of Quantized Nonlinear Discrete-Time Systems With Input Constraint
Author(s): Xu, H. ; Zhao, Q. ; Jagannathan, S.
Page(s): 1776 - 1788

17. Adaptive Neural Output Feedback Control of Output-Constrained Nonlinear Systems With Unknown Output Nonlinearity
Author(s): Liu, Z. ; Lai, G. ; Zhang, Y. ; Chen, C.L.P.
Page(s): 1789 - 1802

18. Missile Guidance Law Based on Robust Model Predictive Control Using Neural-Network Optimization
Author(s): Li, Z. ; Xia, Y. ; Su, C. ; Deng, J. ; Fu, J. ; He, W.
Page(s): 1803 - 1809

19. Constructing Optimal Prediction Intervals by Using Neural Networks and Bootstrap Method
Author(s): Khosravi, A. ; Nahavandi, S. ; Srinivasan, D. ; Khosravi, R.
Page(s): 1810 - 1815

20. Robust Exemplar Extraction Using Structured Sparse Coding
Author(s): Liu, H. ; Liu, Y. ; Sun, F.
Page(s): 1816 - 1821

21. Adaptive Neural Control of Nonaffine Systems With Unknown Control Coefficient and Nonsmooth Actuator Nonlinearities
Author(s): Yang, Z. ; Yang, Q. ; Sun, Y.
Page(s): 1822 - 1827

22. Comparison of \ell _{1} -Norm SVR and Sparse Coding Algorithms for Linear Regression
Author(s): Zhang, Q. ; Hu, X. ; Zhang, B.
Page(s): 1828 - 1833

23. Model-Free Dual Heuristic Dynamic Programming
Author(s): Ni, Z. ; He, H. ; Zhong, X. ; Prokhorov, D.V.
Page(s): 1834 - 1839