Multiple Classes Random Neural Network Model and Color Pattern Recognition Problems

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IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5

Como, Italy

July 24-July 27

ISBN: 0-7695-0619-4

	ASCII Text	x
	Jose Aguilar, Valentina Rossell, "Multiple Classes Random Neural Network Model and Color Pattern Recognition Problems," Neural Networks, IEEE - INNS - ENNS International Joint Conference on, vol. 5, pp. 5503, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5, 2000.

	BibTex	x
	@article{ 10.1109/IJCNN.2000.861519, author = {Jose Aguilar and Valentina Rossell}, title = {Multiple Classes Random Neural Network Model and Color Pattern Recognition Problems}, journal ={Neural Networks, IEEE - INNS - ENNS International Joint Conference on}, volume = {5}, year = {2000}, issn = {1098-7576}, pages = {5503}, doi = {http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.861519}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Neural Networks, IEEE - INNS - ENNS International Joint Conference on TI - Multiple Classes Random Neural Network Model and Color Pattern Recognition Problems SN - 1098-7576 SP EP A1 - Jose Aguilar, A1 - Valentina Rossell, PY - 2000 VL - 5 JA - Neural Networks, IEEE - INNS - ENNS International Joint Conference on ER -

Jose Aguilar, Universidad de los Andes

Valentina Rossell, Universidad de los Andes

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.861519

The purpose of this paper is to describe the use of the multiple classes random neural network model to learn patterns having different colors. We propose a learning algorithm for the recognition of color patterns based upon the non-linear equations of the multiple classes random neural network model using gradient descent of a quadratic error function. In addition, we propose a progressive retrieval process with adaptive threshold value.

Citation:

Jose Aguilar, Valentina Rossell, "Multiple Classes Random Neural Network Model and Color Pattern Recognition Problems," ijcnn, vol. 5, pp.5503, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5, 2000

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