A dedicated environment for the simulation of backpropagation neural networks on a general-purpose hypercube parallel computer

被引：0

作者：

Li, WL ^{[1
]}

Kerckhoffs, EJH ^{[1
]}

Rothkrantz, LJM ^{[1
]}

机构：

[1] Delft Univ Technol, Fac Informat Technol & Syst, NL-2628 BZ Delft, Netherlands

来源：

SIMULATION IN INDUSTRY: 9TH EUROPEAN SIMULATION SYMPOSIUM 1997 | 1997年

关键词：

neural networks; error backpropagation; parallel processing; hypercube computer; software environment;

D O I：

暂无

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

In this paper we discuss a home-made dedicated software environment for the simulation of Backpropagation Neural Networks on a 64-node nCUBE2 (a 2(nd) generation hypercube parallel computer). The software runs on a UNIX workstation (SUN) that through PVM connects to the (Silicon Graphics Iris) host of the parallel machine. The interface allows for user-friendly menu-based access. Application examples of the environment are considered. In an appendix, the parallel implementation of the Backpropagation Neural Network (with use of a mixture of neuron and weight parallelism) is briefly discussed as well as the parallel performance results achieved.

引用

页码：312 / 321

页数：4

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