IEEE Transactions on Neural Networks and Learning Systems: Volume 26, Issue 1, January 2015

1. Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part I)
Author(s): Xia Liu; Shaobo Lin; Jian Fang; Zongben Xu
Page(s): 7 - 20

2. Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part II)
Author(s): Shaobo Lin; Xia Liu; Jian Fang; Zongben Xu
Page(s): 21 - 34

3. Feature Selection Using a Neural Framework With Controlled Redundancy
Author(s): Rudrasis Chakraborty; Nikhil R. Pal
Page(s): 35 - 50

4. Pareto-Path Multitask Multiple Kernel Learning
Author(s): Cong Li; Michael Georgiopoulos; Georgios C. Anagnostopoulos
Page(s): 51 - 61

5. Learning Understandable Neural Networks With Nonnegative Weight Constraints
Author(s): Jan Chorowski; Jacek M. Zurada
Page(s): 62 - 69

6. A Latent Manifold Markovian Dynamics Gaussian Process
Author(s): Sotirios P. Chatzis; Dimitrios Kosmopoulos
Page(s): 70 - 83

7. Existence and Uniform Stability Analysis of Fractional-Order Complex-Valued Neural Networks With Time Delays
Author(s): R. Rakkiyappan; Jinde Cao; G. Velmurugan
Page(s): 84 - 97

8. Identification of the Dynamic Operating Envelope of HCCI Engines Using Class Imbalance Learning
Author(s): Vijay Manikandan Janakiraman; XuanLong Nguyen; Jeff Sterniak; Dennis Assanis
Page(s): 98 - 112

9. Synchronization of Nonlinear Coupled Networks via Aperiodically Intermittent Pinning Control
Author(s): Xiwei Liu; Tianping Chen
Page(s): 113 - 126

10. Digital Implementation of a Biological Astrocyte Model and Its Application
Author(s): Hamid Soleimani; Mohammad Bavandpour; Arash Ahmadi; Derek Abbott
Page(s): 127 - 139

11. Actor–Critic-Based Optimal Tracking for Partially Unknown Nonlinear Discrete-Time Systems
Author(s): Bahare Kiumarsi; Frank L. Lewis
Page(s): 140 - 151

12. Large-Scale Nyström Kernel Matrix Approximation Using Randomized SVD
Author(s): Mu Li; Wei Bi; James T. Kwok; Bao-Liang Lu
Page(s): 152 - 164

13. Reinforcement Learning Design-Based Adaptive Tracking Control With Less Learning Parameters for Nonlinear Discrete-Time MIMO Systems
Author(s): Yan-Jun Liu; Li Tang; Shaocheng Tong; C. L. Philip Chen; Dong-Juan Li
Page(s): 165 - 176

14. Nonsmooth ICA Contrast Minimization Using a Riemannian Nelder–Mead Method
Author(s): Suviseshamuthu Easter Selvan
Page(s): 177 - 183