The random neural network model on the color pattern recognition problem

Revista Técnica de la Facultad de Ingeniería

关键词: multiple classes random neural network;    color pattern recognition;    learning algorithm;    retrieval process;   

DOI  :  

来源: DOAJ

【 摘 要 】

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.

【 授权许可】

Unknown