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

收藏

页码：285 / 290

页数：6

相关论文

共 12 条

[1] A HARDWARE IMPLEMENTATION OF AN ANALOG NEURAL NETWORK FOR GAUSSIAN PEAK-FITTING [J].

AKKILA, T ;

LINDBLAD, T ;

LUNDJENSEN, B ;

SZEKELY, G ;

EIDE, A .

NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 1993, 327 (2-3) :573-579

[2] AN ANALOG NEURAL NETWORK HARDWARE SOLUTION TO A CHERENKOV RING IMAGING PARTICLE IDENTIFIER [J].

AKKILA, T ;

FRANCKE, T ;

LINDBLAD, T ;

EIDE, A .

NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 1993, 327 (2-3) :566-572

[3] MULTIVARIATE-ANALYSIS METHODS TO TAG B-QUARK EVENTS AT LEP SLC [J].

BRANDL, B ;

FALVARD, A ;

GUICHENEY, C ;

HENRARD, P ;

JOUSSET, J ;

PRORIOL, J .

NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 1993, 324 (1-2) :307-316

[4]

BRAUCH J, 1992, IEEE MICRO DEC, P34

[5]

HORNBLAD P, 1993, MSI PUBLICATION, V9305

[6]

LINDBLAD T, 1992, NUCL INSTRUM METH A, V328, P603

[7] MASS RECONSTRUCTION WITH A NEURAL NETWORK [J].

LONNBLAD, L ;

PETERSON, C ;

ROGNVALDSSON, T .

PHYSICS LETTERS B, 1992, 278 (1-2) :181-186

[8] FINDING GLUON JETS WITH A NEURAL TRIGGER [J].

LONNBLAD, L ;

PETERSON, C ;

ROGNVALDSSON, T .

PHYSICAL REVIEW LETTERS, 1990, 65 (11) :1321-1324

[9] TRACK FINDING WITH NEURAL NETWORKS [J].

PETERSON, C .

NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 1989, 279 (03) :537-545

[10]

PETERSON C, 1991 CERN SCH COMP, P113