FILTERING DATA FROM A DRIFT-CHAMBER DETECTOR USING NEURAL NETWORKS

Authors
HORNBLAD P LINDBLAD T LINDSEY CS SZEKELY G EIDE A
Citation
P. Hornblad et al., FILTERING DATA FROM A DRIFT-CHAMBER DETECTOR USING NEURAL NETWORKS, Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment, 336(1-2), 1993, pp. 285-290
Citations number
12
Categorie Soggetti
Nuclear Sciences & Tecnology","Physics, Particles & Fields","Instument & Instrumentation",Spectroscopy
Journal title
Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment → ACNP
ISSN journal
01689002
Volume
336
Issue
1-2
Year of publication
1993
Pages
285 - 290
Database
ISI
SICI code
0168-9002(1993)336:1-2<285:FDFADD>2.0.ZU;2-5
Abstract
This paper describes the implementation of an analog neural network ch ip (Intel 80170NX ETANN) to filter a multi-signal read-out from flash- ADCs used in a liquid argon time projection chamber (ICARUS). The trai ning 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.