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
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.