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149971

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

Article

Last updated: 22 Jan 2023

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Subjects

-

Tags

Electrical Engineering

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.

DOI

10.21608/bfemu.2021.149971

Authors

First Name

K.

Last Name

El-Serafi

MiddleName

A.

Affiliation

Electrical Engineering Department ., Suez Canal University., Port-Said., Egypt.

Email

-

City

Port-Said

Orcid

-

First Name

K.

Last Name

Moustafa

MiddleName

Z.

Affiliation

Electrical Engineering Department ., Suez Canal University., Port-Said., Egypt.

Email

-

City

Port-Said

Orcid

-

Volume

23

Article Issue

3

Related Issue

21995

Issue Date

1998-09-01

Receive Date

1998-04-11

Publish Date

2020-09-01

Page Start

1

Page End

9

Print ISSN

1110-0923

Online ISSN

2735-4202

Article File

BFEMU_Volume 23_Issue 3_Pages 1-9.pdf

PDF . 106.0kB

Link

https://bfemu.journals.ekb.eg/article_149971.html

Detail API

https://bfemu.journals.ekb.eg/service?article_code=149971

Order

8

Type

Research Studies

Type Code

1,205

Publication Type

Journal

Publication Title

MEJ. Mansoura Engineering Journal

Publication Link

https://bfemu.journals.ekb.eg/

MainTitle

-

Details

Type

Article

Created At

22 Jan 2023