摘要
回声状态神经网络分类算法是一种重要的数据挖掘方法,是处理大数据分类的重要工具。但该算法原理比较抽象,从公式推导的角度很难让学生深刻理解,因此提出利用MATLAB数学软件实现回声状态神经网络分类算法,将其编译成.NET平台的COM组件,由Visual C#.NET集成开发环境下的应用程序调用编译后的MATLAB的COM组件,实现回声状态神经网络的分类模型。
Echo state neural network classification algorithm is an important data mining method, which is an important tool to deal with classification of Big data. But the principle of the algorithm is abstract and complex, and it is very difficult for the students to understand the essence of the algorithm from the angle of formula derivation. In this paper, echo state neural network classification algorithm is realized by MATLAB mathematics software, and is compiled into COM component on.NET platform.The compiled COM component is called by an application program, which is developed in Visual C#.NET integrated environment,to realize the echo state neural network classification model.
出处
《计算机时代》
2016年第2期82-85,共4页
Computer Era
基金
重庆市研究生教育教学改革研究项目"研究生<大数据挖掘>课程案例与演示系统研制"(yjg143090)
国家社会科学基金一般项目"数字图书馆智能图像检索系统研制"(14BTQ053)
