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Parallel genetic algorithms for optimization of Modular Neural Networks in pattern recognition

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3 Author(s)
Valdez, F. ; Div. of Grad. Studies & Res., Tijuana Inst. of Technol., Tijuana, Mexico ; Melin, P. ; Parra, H.

We described in this paper the use of Modular Neural Networks (MNN) for pattern recognition in parallel using a cluster of computers with a master-slave topology. In this paper, we are proposing the use of MNN to face recognition with large databases to validate this approach. Also, a parallel genetic algorithm to optimization architecture was used.

Published in:

Neural Networks (IJCNN), The 2011 International Joint Conference on

Date of Conference:

July 31 2011-Aug. 5 2011