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
fDate :
July 31 2011-Aug. 5 2011
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;
Conference_Titel :
Neural Networks (IJCNN), The 2011 International Joint Conference on
Conference_Location :
San Jose, CA
Print_ISBN :
978-1-4244-9635-8
DOI :
10.1109/IJCNN.2011.6033237
