A Radial Base Localized Distribution for Deterministic Function Approximation Neural Networks.
El-Serafi, K., Moustafa, K. (2020). A Radial Base Localized Distribution for Deterministic Function Approximation Neural Networks.. EKB Journal Management System, 23(3), 1-9. doi: 10.21608/bfemu.2021.149971
K. A. El-Serafi; K. Z. Moustafa. "A Radial Base Localized Distribution for Deterministic Function Approximation Neural Networks.". EKB Journal Management System, 23, 3, 2020, 1-9. doi: 10.21608/bfemu.2021.149971
El-Serafi, K., Moustafa, K. (2020). 'A Radial Base Localized Distribution for Deterministic Function Approximation Neural Networks.', EKB Journal Management System, 23(3), pp. 1-9. doi: 10.21608/bfemu.2021.149971
El-Serafi, K., Moustafa, K. A Radial Base Localized Distribution for Deterministic Function Approximation Neural Networks.. EKB Journal Management System, 2020; 23(3): 1-9. doi: 10.21608/bfemu.2021.149971

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

MEJ- Mansoura Engineering Journal
Article 8, Volume 23, Issue 3, September 1998, Page 1-9  XML PDF (103.49 K)
Document Type: Research Studies
DOI: 10.21608/bfemu.2021.149971
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Authors
K. A. El-Serafi* ; K. Z. Moustafa
Electrical Engineering Department ., Suez Canal University., Port-Said., Egypt.
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.
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