Baydaa Al-Hamadani

Work place: Zarqa University/ Department of Computer Science, Zarqa, 13132, Jordan



Research Interests: Information Security, Information Systems, Information Retrieval, Data Structures and Algorithms, Information Theory


Baydaa Al-hamadani is an assistance prof. in Zarqa University in Jordan. She got her Bachelor degree from the University of Technology in Iraq in 1994, followed by MSc. in the same University in 2000. In 2011, she got her PhD from the University of Huddersfield in the UK from the School of Computing and Engineering. Her fields of interest are XML, compressing and retrieving information, ontology, and Bioinformatics.

Author Articles
Coupling Perceptron Convergence Procedure with Modified Back-Propagation Techniques to Verify Combinational Circuits Design

By Raad F. Alwan Sami I. Eddi Baydaa Al-Hamadani

DOI:, Pub. Date: 8 May 2015

This paper proposed an algorithm for logic circuits verification using neural networks where a model is built to be trained and tested. The proposed algorithm for combinational circuits' verification is based on merging two of the well-known learning algorithms for neural networks. The first one is the Perceptron Convergence Procedure, which is used for learning the functions of the standard logic gates in order to simulate the whole circuit. While the second is a modified learning algorithm of Back-propagation neural networks to be used for the verification of the hardware design. The algorithm can predict the gates that cause the malfunction in the circuit design.
This work may be considered as a step toward building Distributed Computer Aided Design Environments depending on the parallel processing architecture, particularly in the Neurocomputer architecture.

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