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All Journal International Journal of Power Electronics and Drive Systems (IJPEDS) IAES International Journal of Artificial Intelligence (IJ-AI) TELKOMNIKA (Telecommunication Computing Electronics and Control) Bulletin of Electrical Engineering and Informatics Bulletin of Electrical Engineering and Informatics Bulletin of Electrical Engineering and Informatics Indonesian Journal of Electrical Engineering and Computer Science
Muhammad Aziz Muslim
Brawijaya University
Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering

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Journal : TELKOMNIKA (Telecommunication Computing Electronics and Control)

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MODULAR NETWORK SOM (MNSOM): A NEW POWERFUL TOOL IN NEURAL NETWORKS Muhammad Aziz Muslim
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 7, No 3: December 2009
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v7i3.590

Abstract

In this paper, a new powerful method in artificial neural networks, called modular network SOM (mnSOM) is introduced. mnSOM is a generalization of  Self Organizing Maps (SOM) formed by replacing each vector unit of SOM with function module. The modular function could be a multi layer perceptron, a recurrent neural network or even SOM itself. Having this flexibility, mnSOM becomes a new powerful tool in artificial neural network.
Co-Authors Achnafian Rafif Zufaryansyah B. S. K. K. Ibrahim B.S.K.K. Ibrahim Dimas Fajar Uman Putra Firdaus, Aji Akbar Goegoes Dwi Nusantoro Hadi Suyono Hamzah Arof Hidayatul Nurohmah Machrus Ali Mochammad Rusli Mokhammad Hasyim Asy’ari Rini Nur Hasanah Tegar Sukma Yudha