THE APPLICATIONS OF NEURAL NETWORKS IN THE CORE LOCATION ANALYSIS OF EXTENSIVE AIR SHOWERS

被引：9

作者：

PERRETT, JC

VANSTEKELENBORG, JTPM

机构：

[1] Bartol Research Inst., Delaware Univ., Newark, DE

来源：

JOURNAL OF PHYSICS G-NUCLEAR AND PARTICLE PHYSICS | 1991年 / 17卷 / 08期

关键词：

D O I：

10.1088/0954-3899/17/8/018

中图分类号：

O57 [原子核物理学、高能物理学];

学科分类号：

070202 ;

摘要：

We describe the teaching and implementation of a neural network to estimate the core position and energy of extensive air showers recorded by the South Pole air shower experiment, SPASE. The neural network was found to be approximately 300 times faster than the traditional chi-2 minimization technique previously used and as accurate.

引用

页码：1291 / 1302

页数：12

共 7 条

[1]

CAWLEY MF, 1990, 21TH P INT COSM RAY, V2, P139

[2]

HILLAS AM, 1985, 19TH P INT COSM RAY, V3, P445

[3]

OWENS AJ, 1989, JUN P INT JOINT C NE, V2, P381

[4]

Rummelhart D., 1986, PARALLEL DISTRIBUTED, V1

[5]

RYAN J, 1989, COMMUNICATION

[6]

SAMORSKI M, 1983, ASTROPHYS J, V268, P117

[7] AN EXPERIMENT TO SEARCH FOR ULTRA HIGH-ENERGY GAMMA-RAY SOURCES FROM THE SOUTH-POLE [J].

SMITH, NJT ;

PERRETT, JC ;

POMERANTZ, MA ;

HILLAS, AM ;

OGDEN, PA ;

PATEL, M ;

REID, RJO ;

WATSON, AA .

NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 1989, 276 (03) :622-627

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