A Framework for Grid-based Neural Networks

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First International Conference on Distributed Frameworks for Multimedia Applications (DFMA'05)

Besan?on, France

February 06-February 09

ISBN: 0-7695-2273-4

	ASCII Text	x
	Tan Ker Vin, Michael Pang Zhe Seng, Ng Pek Kuan, Fazilah Haron, "A Framework for Grid-based Neural Networks," Distributed Frameworks for Multimedia Applications, International Conference on, pp. 246-253, First International Conference on Distributed Frameworks for Multimedia Applications (DFMA'05), 2005.

	BibTex	x
	@article{ 10.1109/DFMA.2005.5, author = {Tan Ker Vin and Michael Pang Zhe Seng and Ng Pek Kuan and Fazilah Haron}, title = {A Framework for Grid-based Neural Networks}, journal ={Distributed Frameworks for Multimedia Applications, International Conference on}, volume = {0}, year = {2005}, isbn = {0-7695-2273-4}, pages = {246-253}, doi = {http://doi.ieeecomputersociety.org/10.1109/DFMA.2005.5}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Distributed Frameworks for Multimedia Applications, International Conference on TI - A Framework for Grid-based Neural Networks SN - 0-7695-2273-4 SP246 EP253 A1 - Tan Ker Vin, A1 - Michael Pang Zhe Seng, A1 - Ng Pek Kuan, A1 - Fazilah Haron, PY - 2005 KW - null VL - 0 JA - Distributed Frameworks for Multimedia Applications, International Conference on ER -

Tan Ker Vin, University Sains Malaysia, Penang, Malaysia

Michael Pang Zhe Seng, University Sains Malaysia, Penang, Malaysia

Ng Pek Kuan, University Sains Malaysia, Penang, Malaysia

Fazilah Haron, University Sains Malaysia, Penang, Malaysia

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/DFMA.2005.5

The usage of neural networks in critical systems is fast approaching the norm. In such systems, the issue of accuracy is of prime importance. Ensemble methods have commonly be used to increase accuracy but at the cost of training time and computational requirements. With the advent of grid computing, it is expected that these problems will be solved. This paper will propose a framework in which an ensemble of neural networks will be implemented over a grid-based environment.

Citation:

Tan Ker Vin, Michael Pang Zhe Seng, Ng Pek Kuan, Fazilah Haron, "A Framework for Grid-based Neural Networks," dfma, pp.246-253, First International Conference on Distributed Frameworks for Multimedia Applications (DFMA'05), 2005

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