FILTERING DATA FROM A DRIFT-CHAMBER DETECTOR USING NEURAL NETWORKS

被引：12

作者：

HORNBLAD, P

LINDBLAD, T

LINDSEY, CS

SZEKELY, G

EIDE, A

机构：

[1] INST NUCL RES,DEBRECEN,HUNGARY

[2] OSTFOLD COLL,HALDEN,NORWAY

来源：

NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT | 1993年 / 336卷 / 1-2期

关键词：

D O I：

10.1016/0168-9002(93)91111-Y

中图分类号：

TH7 [仪器、仪表];

学科分类号：

0804 ; 080401 ; 081102 ;

摘要：

This paper describes the implementation of an analog neural network chip (Intel 80170NX ETANN) to filter a multi-signal read-out from flash-ADCs used in a liquid argon time projection chamber (ICARUS). The training and subsequent testing of the network is discussed in some detail. A network consisting of multiple sub-networks is proposed to perform signal filtering, determination of peak position and track finding.

引用

页码：285 / 290

页数：6