Friday, July 17, 2015

Neural Networks, Volume 69 , Pages 1-144, September 2015

1. Accuracy of latent-variable estimation in Bayesian semi-supervised learning 
Pages: 1-10
Author(s): Keisuke Yamazaki

2. Asymptotic accuracy of Bayesian estimation for a single latent variable 
Pages: 11-19
Author(s): Keisuke Yamazaki

3. Finite-time synchronization for memristor-based neural networks with time-varying delays 
Pages: 20-28
Author(s): Abdujelil Abdurahman, Haijun Jiang, Zhidong Teng

4. Real-time human action classification using a dynamic neural model 
Pages: 29-43
Author(s): Zhibin Yu, Minho Lee

5. Convergence analysis of an augmented algorithm for fully complex-valued neural networks 
Pages: 44-50
Author(s): Dongpo Xu, Huisheng Zhang, Danilo P. Mandic

6. Improving nonlinear modeling capabilities of functional link adaptive filters 
Pages: 51-59
Author(s): Danilo Comminiello, Michele Scarpiniti, Simone Scardapane, Raffaele Parisi, Aurelio Uncini

7. Many regression algorithms, one unified model: A review
Pages: 60-79
Author(s): Freek Stulp, Olivier Sigaud

8. L1-norm locally linear representation regularization multi-source adaptation learning 
Pages: 80-98
Author(s): Jianwen Tao, Shiting Wen, Wenjun Hu

9. A new robust model of one-class classification by interval-valued training data using the triangular kernel 
Pages: 99-110
Author(s): Lev V. Utkin, Anatoly I. Chekh

10. Optimized face recognition algorithm using radial basis function neural networks and its practical applications  
Pages: 111-125
Author(s): Sung-Hoon Yoo, Sung-Kwun Oh, Witold Pedrycz

11. Locality preserving score for joint feature weights learning 
Pages: 126-134
Author(s): Hui Yan, Jian Yang

12. Finite-time boundedness and stabilization of uncertain switched neural networks with time-varying delay 
Pages: 135-143
Author(s): Yuanyuan Wu, Jinde Cao, Abdulaziz Alofi, Abdullah AL-Mazrooei, Ahmed Elaiw