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基于OpenMP的动态模式识别并行计算

孙珊

计算机与现代化Issue(2):176-179,4.
计算机与现代化Issue(2):176-179,4.DOI:10.3969/j.issn.1006-2475.2012.02.047

基于OpenMP的动态模式识别并行计算

Parallel Computing of Dynamic Pattern Recognition Based on OpenMP

孙珊1

作者信息

  • 1. 华南理工大学自动化科学与工程学院,广东广州 510641
  • 折叠

摘要

Abstract

Given that the realization of dynamic pattern recognition of deterministic learning theory is time-consuming, a multi-core parallel computation technique suitable for recognition process is proposed. Firstly, based on the classical Mansoux compressor model, the acquirement of patterns and the process of recognition are described in brief. Secondly, parallel computing is applied to dynamic pattern recognition by using OpenMP programming on four cores PC hardware platform. Factors which influence the performance of program are discussed by setting different thread numbers. The result shows that the only way to design parallel recognition program with high performance is taking kinds of elements into account.

关键词

并行计算/OpenMP/确定学习/模式识别

Key words

parallel computing/OpenMP/deterministic learning/pattern recognition

分类

信息技术与安全科学

引用本文复制引用

孙珊..基于OpenMP的动态模式识别并行计算[J].计算机与现代化,2012,(2):176-179,4.

计算机与现代化

OACSTPCD

1006-2475

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