Abstract

AGUILAR, José. The random neural network model on the color pattern recognition problemEl modelo de redes de neuronas aleatorias en el problema de reconocimiento de patrones coloreados. Rev. Téc. Ing. Univ. Zulia [online]. 2005, vol.28, n.1, pp.51-58. ISSN 0254-0770.

The purpose of this paper is to describe the use of the multiple classes random neural network model to recognize 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. The experimental evaluation shows that our approach provides good results.

Keywords : Multiple classes random neural network; color pattern recognition; learning algorithm; retrieval process.