IEEE Transactions on Neural Networks and Learning Systems

1

Synchronization of Markovian Coupled Neural Networks With Nonidentical Node-Delays and Random Coupling Strengths

Xinsong Yang, Jinde Cao, Jianquan Lu

Journal:

Year:

2012

Language:

english

File:

PDF, 850 KB

english, 2012

2

Visualized Analysis of Mixed Numeric and Categorical Data Via Extended Self-Organizing Map

Chung-Chian Hsu, Shu-Han Lin

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 889 KB

english, 2012

3

Fast and Robust Object Detection Using Asymmetric Totally Corrective Boosting

Peng Wang, Chunhua Shen, Barnes, N., Hong Zheng

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 763 KB

english, 2012

4

Model Selection for Gaussian Kernel PCA Denoising

Jorgensen, K.W., Hansen, L.K.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 390 KB

english, 2012

5

Robustness Analysis of Global Exponential Stability of Recurrent Neural Networks in the Presence of Time Delays and Random Disturbances

Yi Shen, Jun Wang

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 384 KB

english, 2012

6

Assessing Granger Non-Causality Using Nonparametric Measure of Conditional Independence

Seth, S., Principe, J.C.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 393 KB

english, 2012

7

Fault Detection and Diagnosis of Induction Motors Using Motor Current Signature Analysis and a Hybrid FMM–CART Model

Seera, M., Chee Peng Lim, Ishak, D., Singh, H.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 480 KB

english, 2012

8

Existence and Uniqueness of Pseudo Almost-Periodic Solutions of Recurrent Neural Networks With Time-Varying Coefficients and Mixed Delays

Ammar, B., Cherif, F., Alimi, A.M.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 268 KB

english, 2012

9

Variable Sampling Approach to Mitigate Instability in Networked Control Systems With Delays

Lopez-Echeverria, D., Magana, M.E.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 1.23 MB

english, 2012

10

Quantized Kernel Least Mean Square Algorithm

Badong Chen, Songlin Zhao, Pingping Zhu, Principe, J.C.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 704 KB

english, 2012

11

Tree-Structured Feature Extraction Using Mutual Information

Oveisi, F., Oveisi, S., Erfanian, A., Patras, I.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 798 KB

english, 2012

12

Adaptive Dynamic Output Feedback Neural Network Control of Uncertain MIMO Nonlinear Systems With Prescribed Performance

Kostarigka, A.K., Rovithakis, G.A.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 692 KB

english, 2012

13

Compact Image Representation Model Based on Both nCRF and Reverse Control Mechanisms

Hui Wei, Xiao-Mei Wang, Loi Lei Lai

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 911 KB

english, 2012

14

Multinomial Least Angle Regression

Gluhovsky, I.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 278 KB

english, 2012

15

Extended Hamiltonian Learning on Riemannian Manifolds: Numerical Aspects

Fiori, S.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 756 KB

english, 2012

16

Nonlinear System Modeling With Random Matrices: Echo State Networks Revisited

Bai Zhang, Miller, D.J., Yue Wang

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 646 KB

english, 2012

17

Editorial - Neural Networks and Learning Systems Come Together

Baesens, B., Bouboulis, P., Cruces, S., Domeniconi, C., Ikeda, S., Li, X., Melin, P., Rao, V. S. H., Schuller, B. W., Shen, Y., Tang, H., Wang, C., Yang, J., Zhao, D., Liu, D.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 423 KB

english, 2012

18