DocumentCode
3492658
Title
Parallel genetic algorithms for optimization of Modular Neural Networks in pattern recognition
Author
Valdez, F. ; Melin, P. ; Parra, H.
Author_Institution
Div. of Grad. Studies & Res., Tijuana Inst. of Technol., Tijuana, Mexico
fYear
2011
fDate
July 31 2011-Aug. 5 2011
Firstpage
314
Lastpage
319
Abstract
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.
Keywords
face recognition; genetic algorithms; neural nets; pattern recognition; topology; MNN; computer clusters; face recognition; master slave topology; modular neural networks; optimization architecture; parallel genetic algorithms; pattern recognition; Computer architecture; Computers; Databases; Genetic algorithms; Multi-layer neural network; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks (IJCNN), The 2011 International Joint Conference on
Conference_Location
San Jose, CA
ISSN
2161-4393
Print_ISBN
978-1-4244-9635-8
Type
conf
DOI
10.1109/IJCNN.2011.6033237
Filename
6033237
Link To Document