BioGenTool: A Generic Bio-inspired Neural Tool.

Gan Kim Soon, and Chang Sim Vui, and Chin Kim On, and Patricia Anthony, (2018) BioGenTool: A Generic Bio-inspired Neural Tool. Advanced Science Letters, 24 (2). pp. 1532-1537. ISSN 1936-6612

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Abstract

Artificial neural network (ANN) is a bio-inspired algorithm which has been shown to perform well in many domains in solving non-linear and complex problems. However, in order to apply ANN to solve a particular problem, the implementer is required to not only possess the domain problem knowledge and ANN knowledge but also the programming language knowledge to carry out the experiments. Hence, this paper describes the development of a generic bio-inspired neural tool that provides an interactive and intuitive GUI for setting up ANN experiments for numerical problem domain utilizing feedforward neural network in supervised learning. This tool is developed specifically for researchers with non-computing background who wishes to design an ANN based-solution to a particular numerical problem.

Item Type: Article
Uncontrolled Keywords: Artificial Neural Network; Feedforward Neural Network; Supervise Learning; Tool
Subjects: Q Science > QA Mathematics > QA76 Computer software
Divisions: FACULTY > Faculty of Engineering
Depositing User: MR OTHMAN HJ RAWI
Date Deposited: 24 Jun 2019 00:27
Last Modified: 24 Jun 2019 00:27
URI: http://eprints.ums.edu.my/id/eprint/22299

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