A Radial Base Localized Distribution for Deterministic Function Approximation Neural Networks.

Authors

K. El-Serafi, Electrical Engineering Department ., Suez Canal University., Port-Said., Egypt.
K. Moustafa, Electrical Engineering Department ., Suez Canal University., Port-Said., Egypt.

Corresponding Author

El-Serafi, K.

Subject Area

Electrical Engineering

Article Type

Original Study

Abstract

In this work, we investigate the possibility of reducing the computational requirements of the deterministic nearal network function approximator, DEFA net. The performance amianecment is based activating smaller number of ncurons according to certain localized distribution. The study shows the ability of this scheme to learn an arbitrary function. The interaction of localizat on with other network parameters is discussed.

Recommended Citation

El-Serafi, K. and Moustafa, K. (2020) "A Radial Base Localized Distribution for Deterministic Function Approximation Neural Networks.," Mansoura Engineering Journal: Vol. 23 : Iss. 3 , Article 2.
Available at: https://doi.org/10.21608/bfemu.2021.149971