Synthesis of a Nonparametric Classifier on the Basis of RBF Artificial Neural Networks.

Autor:	Milov, V. R.
Předmět:	ARTIFICIAL neural networks SIMULATION methods & models SYSTEMS engineering COMMUNICATION RADIO (Medium)
Zdroj:	Radiophysics & Quantum Electronics; Feb2003, Vol. 46 Issue 2, p128-133, 6p, 3 Graphs
Abstrakt:	We obtain the nonparametric procedure of classification on the basis of combining classical signal processing methods and neural-network technologies. An approach for structural parametric synthesis of the RBF networks constituting the classifier basis is developed. The simulation results confirm the efficiency of the proposed procedure. [ABSTRACT FROM AUTHOR]
Databáze:	Complementary Index
Externí odkaz:	Zobrazit plný text záznamu Full text from SpringerLink