基于MCR和远程处理的神经网络计算服务

ANN Calculation Service based on MCR and .NET Remoting

使用Matlab推出的MCR技术,成功的将Matlab神经网络工具箱剥离Matlab Desktop环境,并利用.NET Remoting远程处理技术将其包装成神经网络计算服务。重点介绍了该神经网络计算服务的总体框架,并针对其核心的计算引擎的构成进行了详细说明。该计算服务允许客户机进行远程调用,实现各种神经网络的创建、训练和仿真,而无须安装庞大的Matlab软件,为神经网络技术在分布式智能计算及实时控制中的应用奠定了基础。

The ANN Toolbox is drawn out from Matlab Desktop successfully with the MCR technology,and is packed to the ANN Calculation Service using .NET Remoting technology. The framework of the ANN Calculation Service is introduced as emphasis and the core calculation engine is explained in detail. This service allows client to use it in long-distance to create,train and simulate diversified Artificial Neural Network without huge Matlab software and it lays the foundation for ANN distributed calculation and re-al-time control.