检索结果-内蒙古大学图书馆

A color pattern recognition problem based on the multiple classes random neural network model

NEUROCOMPUTING 2004年第10期61卷 71-83页

作者： Aguilar, J Univ Los Andes Fac Ingn Dept Computac CEMISID Merida Venezuela

Gelenbe has modeled the neural network using an analogy with the queuing theory. Recently, Fourneau and Gelenbe have proposed an extension of this model, called multiple classes random neural network (RNN) model. The purpose of this paper is to describe the use of the multiple classes RNN 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 RNN model using gradient descent of a quadratic error function. In addition, we propose a progressive retrieval process with adaptive threshold value. (C) 2004 Elsevier B.V. All rights reserved.

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

来源：评论

学校读者我要写书评

暂无评论

Learning algorithm and retrieval process for the multiple classes random neural network model

引用

neural PROCESSING LETTERS 2001年第1期13卷 81-91页

作者： Aguilar, J Univ Los Andes Fac Ingn Dept Computat CEMISID Merida Venezuela

Gelenbe has modeled neural networks using an analogy with queuing theory. This model (called random neural network) calculates the probability of activation of the neurons in the network. Recently, Fourneau and Gelenbe have proposed an extension of this model, called multiple classes random neural network model. 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 non-linear equations of the multiple classes random neural network model using gradient descent of a quadratic error function. Ttl addition, we propose a progressive retrieval process with adaptive threshold values. The experimental evaluation shows that the learning algorithm provides good results.

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

来源：评论

学校读者我要写书评

暂无评论

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案：

请选择收藏分类：

通借通还

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：