基于深度置信网络的信息快速集成系统设计  

Design of information rapid integration system based on deep belief network

作　　者：潘伟 李新建[1] PAN Wei;LI Xinjian(Hubei Zhongyan Industry Co.,Ltd.,Wuhan 430000,China)

机构地区：[1]湖北中烟工业有限责任公司,湖北武汉430000

出　　处：《电子设计工程》2022年第1期112-116,共5页Electronic Design Engineering

摘　　要：针对现有信息快速集成系统中存在的信息集成准确率较低,且信息特征提取能力较差等问题,提出基于深度置信网络的信息快速集成系统。该系统硬件由集成器、处理器和集线器组成,选用HKS-7392集成器提高了集成效率,通过麒麟990系列处理器,保证了信息快速集成系统的工作效率,选择GJSS-97数据采集器减少了集成时间。通过信息登录、信息查询、数据集成等完成系统软件的设计。实验结果表明,基于深度置信网络的信息快速集成系统可有效提高信息集成准确率,且特征提取能力较强。Aiming at the problems of low accuracy of information integration and poor ability of information feature extraction in existing information rapid integration systems,a design of information rapid integration system based on deep belief network is proposed.The hardware of the system consists of an integrator,a processor and a hub.The integrator of HKS-7392 is selected to improve the integration efficiency.The Kirin990 series processor ensures the working efficiency of the information rapid integration system.The GJSS-97 data collector is selected to reduce the integration time.Through the design of information login,information query and data integration,the system software is designed.The experimental results show that the information rapid integration system based on deep belief network can effectively improve the accuracy of information integration,and the ability of feature extraction is strong.

关 键 词：深度置信网络 信息集成 快速集成 集成系统 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]