An incremental design of radial basis function networks.
作者： Hao Yu , Philip D. Reiner , Tiantian Xie , Tomasz Bartczak , Bogdan M. Wilamowski
DOI: 10.1109/TNNLS.2013.2295813
关键词:
摘要: … and training radial basis function (RBF) networks. In each … designs very compact RBF networks compared with the other … generates very compact networks. This compactness leads …
sci-hub.se 参考文章(38)
Mohamed Cheriet, Barrie W. Jervis, Farhat Fnaiech, Nader Fnaiech, The Combined Statistical Stepwise and Iterative Neural Network Pruning Algorithm Intelligent Automation and Soft Computing. ,vol. 15, pp. 573- 589 ,(2009)
Alex J. Smola, Bernhard Schölkopf, A tutorial on support vector regression Statistics and Computing. ,vol. 14, pp. 199- 222 ,(2004) , 10.1023/B:STCO.0000035301.49549.88
Visakan Kadirkamanathan, Mahesan Niranjan, A function estimation approach to sequential learning with neural networks Neural Computation. ,vol. 5, pp. 954- 975 ,(1993) , 10.1162/NECO.1993.5.6.954
Bernd Fritzke, Fast learning with incremental RBF networks Neural Processing Letters. ,vol. 1, pp. 2- 5 ,(1994) , 10.1007/BF02312392
Bogdan M. Wilamowski, Nicholas Cotton, Joel Hewlett, Okyay Kaynak, Neural Network Trainer with Second Order Learning Algorithms international conference on intelligent engineering systems. pp. 127- 132 ,(2007) , 10.1109/INES.2007.4283685
Guang-Bin Huang, Lei Chen, Enhanced random search based incremental extreme learning machine Neurocomputing. ,vol. 71, pp. 3460- 3468 ,(2008) , 10.1016/J.NEUCOM.2007.10.008
Bogdan Wilamowski, Neural network architectures and learning algorithms IEEE Industrial Electronics Magazine. ,vol. 3, pp. 56- 63 ,(2009) , 10.1109/MIE.2009.934790
Roman Neruda, Petra Kudová, Learning methods for radial basis function networks Future Generation Computer Systems. ,vol. 21, pp. 1131- 1142 ,(2005) , 10.1016/J.FUTURE.2004.03.013
Hong-Gui Han, Qi-li Chen, Jun-Fei Qiao, An efficient self-organizing RBF neural network for water quality prediction Neural Networks. ,vol. 24, pp. 717- 725 ,(2011) , 10.1016/J.NEUNET.2011.04.006
Philip Reiner, Bogdan M. Wilamowski, Nelder-mead enhanced extreme learning machine international conference on intelligent engineering systems. pp. 225- 230 ,(2013) , 10.1109/INES.2013.6632816