Published 2015 | Version v1
Journal article Metadata-only

Pulse shape analysis in cryogenic detectors for rare event search

Creators

  • 1. Physik Department E15, Technische Universitaet Muenchen, 85748 Muenchen (Germany)

Description

Based on an established pulse shape analysis with an Artificial Neural Network (ANN) we investigate new network designs. To study this an extended pulse simulation is necessary and is therefore explained in this talk. Furthermore, we introduce ideas to increase the overall performance of the nets. First results concerning the cut efficiency and the purity of the signal with these new ANNs are shown.

Additional details

Identifiers

URL
http://www.dpg-verhandlungen.de;

Publishing Information

Journal Title
Verhandlungen der Deutschen Physikalischen Gesellschaft
Journal Issue
Wuppertal 2015 issue
Series
Also available as printed version: Verhandlungen der Deutschen Physikalischen Gesellschaft v. 50(2)
Journal Page Range
[1 p.]
ISSN
0420-0195
CODEN
VDPEAZ

Conference

Title
2015 DPG Spring meeting of the divisions physics education, extraterrestrial physics, radiation and medicine physics, particle physics and working group accelerator physics
Original Conference Title
DPG-Fruehjahrstagung 2015 der Fachverbaende Didaktik der Physik, Extraterrestrische Physik, Strahlen- und Medizinphysik, Teilchenphysik und dem Arbeitskreis Beschleunigerphysik
Dates
9-13 Mar 2015
Place
Wuppertal (Germany)

INIS

Country of Publication
Germany
Country of Input or Organization
Germany
INIS RN
47040658
Subject category
S46: INSTRUMENTATION RELATED TO NUCLEAR SCIENCE AND TECHNOLOGY;
Resource subtype / Literary indicator
Conference
Descriptors DEI
BACKGROUND RADIATION; CRYOGENICS; DATA ANALYSIS; EFFICIENCY; LOW LEVEL COUNTERS; NEURAL NETWORKS; PARTICLE DISCRIMINATION; PERFORMANCE; PULSE TECHNIQUES; PULSES; SIMULATION
Descriptors DEC
DATA PROCESSING; MEASURING INSTRUMENTS; PARTICLE IDENTIFICATION; PROCESSING; RADIATION DETECTORS; RADIATIONS

Optional Information

Notes
Session: T 31.4 Mo 17:40; No further information available
Collaborations
CRESST-Collaboration