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NPL
1998
13 years 8 months ago
1998
Abstract. One of the main problems associated with arti cial neural networks online learning methods is the estimation of model order. In this paper, we report about a new approach...
IJON
2006
13 years 8 months ago
2006
In this paper we propose a novel approach for modeling kernels in Radial Basis Function networks. The method provides an extra degree of flexibility to the kernel structure. This ...
HASE
2007
IEEE
14 years 2 months ago
2007
IEEE
—Modeling to predict faultproneness of software modules is an important area of research in software engineering. Most such models employ a large number ...
ICASSP
2011
IEEE
13 years 8 days ago
2011
IEEE
Neural networks are a useful alternative to Gaussian mixture models for acoustic modeling; however, training multilayer networks involves a difficult, nonconvex optimization that...
ISDA
2009
IEEE
14 years 3 months ago
2009
IEEE
In this paper, a fuzzy wavelet neural network model is proposed for system identification problems. The proposed model is obtained from the traditional Takagi-Sugeno-Kang (TSK) fu...