A NEURAL-NETWORK APPROACH FOR THE TPC SIGNAL-PROCESSING

被引：4

作者：

CENNINI, P

CITTOLIN, S

REVOL, JP

RUBBIA, C

TIAN, WH

GIUDICE, DD

LI, X

MOTTO, S

PICCHI, P

BOCCACCIO, P

CAVANNA, F

PIANO MORTARI, G

VERDECCHIA, M

CLINE, D

OTWINOWSKI, S

WANG, GH

ZHOU, M

BETTINI, A

CASAGRANDE, F

CENTRO, S

DEVECCHI, C

PEPATO, A

PIETROPAOLO, F

VENTURA, S

BENETTI, P

CALLIGARICH, E

CESANA, A

DOLFINI, R

TOGNOTA, AG

BERZOLARI, AG

MAURI, F

MAZZONE, L

MONTANARI, C

NEGRINI, M

PIAZZOLI, A

RAPPOLDI, A

RASELLI, GL

SCANNICCHIO, D

TERRANI, M

VIGNOLI, C

PERIALE, L

SUZUKI, S

机构：

[1] UNIV PAVIA, IST NAZL FIS NUCL, I-27100 PAVIA, ITALY

[2] CERN, CH-1211 GENEVA 23, SWITZERLAND

[3] IST NAZL FIS NUCL, LAB NAZL FRASCATI, I-00044 FRASCATI, ITALY

[4] IST NAZL FIS NUCL, LAB NAZL LEGNARO, I-35020 LEGNARO, ITALY

[5] UNIV AQUILA, DIPARTIMENTO FIS, I-67010 COPPITO, ITALY

[6] UNIV AQUILA, IST NAZL FIS NUCL, I-67010 COPPITO, ITALY

[7] UNIV CALIF LOS ANGELES, DEPT PHYS, LOS ANGELES, CA 90024 USA

[8] UNIV PADUA, DIPARTIMENTO FIS, PADUA, ITALY

[9] UNIV PADUA, IST NAZL FIS NUCL, PADUA, ITALY

[10] CNR, IST COSMOGEOFIS, I-10133 TURIN, ITALY

来源：

NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT | 1995年 / 356卷 / 2-3期

关键词：

D O I：

10.1016/0168-9002(94)01310-1

中图分类号：

TH7 [仪器、仪表];

学科分类号：

0804 ; 080401 ; 081102 ;

摘要：

Artificial neural networks may in some cases be alternatives to programmed computing. Since they offer a new important approach to information processing, we have investigated if the accuracy offered by this technique is good enough to extract physical information from the signals coming from a liquid argon time projection chamber. The results obtained implementing a neural network algorithm on a sequential scalar computer have been compared to those of a standard best-fit procedure on the same machine. This new method appears to be suited for the analysis of the events occurring in a very large detector, as that foreseen for the ICARUS experiment.

引用

页码：507 / 513

页数：7

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