Particle identification using artificial neural networks at BESIII

	Particle identification using artificial neural networks at BESIII
	Qin G(秦纲); Lv JG(吕军光); He KL(何康林); Bian JM(边渐鸣); Cao GF(曹国富); Deng ZY(邓子艳); He M(何苗); Huang B(黄彬); Ji XB(季晓斌); Li G(李刚)
刊名	CHINESE PHYSICS C
	2008
卷号	32 期号:1 页码:1-8
关键词	artificial neural networks particle identification PID variables multilayered perceptrons
通讯作者	Qin, G (reprint author), Chinese Acad Sci, Inst High Energy Phys, Beijing 100049, Peoples R China.
英文摘要	A multilayered perceptrons' neural network technique has been applied in the particle identification at BESIII. The networks are trained in each sub-detector level. The NN output of sub-detectors can be sent to a sequential network or be constructed as PDFs for a likelihood. Good muon-ID, electron-ID and hadron-ID are obtained from the networks by using the simulated Monte Carlo samples.
学科主题	Physics
类目[WOS]	Physics, Nuclear ; Physics, Particles & Fields
收录类别	SCI
WOS记录号	WOS:000253488900001
公开日期	2016-05-03
内容类型	期刊论文
源URL	[http://ir.ihep.ac.cn/handle/311005/225411]
专题	高能物理研究所_计算中心高能物理研究所_实验物理中心高能物理研究所_粒子天体物理中心
推荐引用方式 GB/T 7714	Qin G,Lv JG,He KL,et al. Particle identification using artificial neural networks at BESIII[J]. CHINESE PHYSICS C,2008,32(1):1-8.
APA	秦纲.,吕军光.,何康林.,边渐鸣.,曹国富.,...&Zou, JH.(2008).Particle identification using artificial neural networks at BESIII.CHINESE PHYSICS C,32(1),1-8.
MLA	秦纲,et al."Particle identification using artificial neural networks at BESIII".CHINESE PHYSICS C 32.1(2008):1-8.