基于网格的神经网络计算平台的架构

介绍了神经网络计算平台在网格上的架构。由于神经网络应用环境的复杂性及要求处理大量数据的问题，从而神经网络计算需要超强的计算能力，因此在神经网络计算平台中引入了网格的思想，力图建立一个基于网格的神经网络计算平台。平台使用Globus工具，采用了统一控制和完全托管的思想。鉴于神经网络算法的复杂性和大数据量，神经计算算法在网格上进行适合各自特性的分解。

Construction of neural networks computing platform based on grid

The construction of the neural networks computing platform on the grid is the focus. Considering that the neural networks needs to deal with a mass of data, the platform adopts the technology of grid computing. The globus toolkit is used to control and trustee the entire system. And the arithmetic is to decompose the neural networks algorithms to fit the hetero because of the complication and the large quantity of data in neural grid alogrithms.