期刊名称：International Journal of Computer Science and Network Security
印刷版ISSN：1738-7906
出版年度：2006
卷号：6
期号：4
页码：179-187
出版社：International Journal of Computer Science and Network Security
摘要：In this paper we report the first evaluation of cooperation computing for neural networks in distributed environment. Several performance-relevant factors are considered, including architecture of computing service, workflow and cooperation strategy. Evidence on basic processes and performance of such strategies of cooperation computing are reviewed. We also present a theoretical analysis of distributed-training strategies of neural networks for structure-distributed and data-distributed. The evaluation concludes by briefly considering selected open questions and emerging directions in construction of grid computing for distributed neural networks.
