在超立方体上并行仿真BP神经网

Parallel Simulation of BP Neural Networks on a Hypercube

摘要: 本文研究在超立方体上并行仿真ＢＰ神经网的方法，报告我们在ＩｎｔｅｌｉＰＳＣ／８６０超立方体上开发的一个ＢＰ神经网仿真器。文章着重讨论如何把ＢＰ神经网均衡地分配到超立方体的结点以及如何在超立方体上并行实现ＢＰ算法等问题。

Abstract: In this paper, the parallel simulation of BP neural networks on a hypercube is studied and the BP network simulator developed by us on the intel iPSC/860 hypercube is reported. The issues of how to map a BP network into the nodes of a hypercube and how to parallelly implement the BP algorithm on a hypercube are discussed in detail.