Abstract We demonstrate the use of a convolutional neural network to perform neutron-gamma pulse shape discrimination, where the only inputs to the network are the raw digitised silicon photomultiplier signals from a dual scintillator detector element made of 6Li F:ZnS(Ag) scintillator and PVT plastic. A realistic labelled dataset was created to train the network by exposing the detector to an AmBe source, and a data-driven method utilising a separate photomultiplier tube was used to assign labels to the recorded signals. This approach is compared to the charge integration and continuous wavelet transform methods and a simpler artificial neural net. It is found to provide superior levels of discrimination, achieving an area u...
Pulse shape discrimination is investigated using artificial neural networks, namely linear vector qu...
International audiencePulse shape discrimination algorithms have been commonly implemented on embedd...
High gamma backgrounds can pose a significant source of interference in solid-state neutron detector...
Abstract: We demonstrate the use of a convolutional neural network to perform neutron-gamma pulse sh...
The potential of two Kohonen artificial neural networks (ANNs) - linear vector quantisation (LVQ) an...
International audienceOrganic scintillators are widely used for neutron/gamma detection. Pulse shape...
The potential of two Kohonen artificial neural networks (ANNs) - linear vector quantisa- tion(LVQ)an...
Pulse shape discrimination, to distinguish between neutrons and gamma rays, is a very important clas...
A convolutional neural network (CNN) architecture is developed to improve the pulse shape discrimina...
Cs2LiYCl6: Ce3+ (CLYC) is a dual-mode gamma-neutron scintillator with a medium gamma-ray resolution ...
The discrimination of neutron and γ-ray events in an organic scintillator has been investigated by u...
The Belle II experiment, located at the SuperKEKB e+e- collider inJapan, uses pulse shape analysis t...
Neutron/Gamma pulse shape discrimination (PSD) was measured using stilbene and EJ-299-34 plastic sci...
The new generation of nuclear physics detectors that used to study nuclear reactions is considering ...
This dataset provides neutron and gamma-ray pulse signals for pulse shape discrimination experiments...
Pulse shape discrimination is investigated using artificial neural networks, namely linear vector qu...
International audiencePulse shape discrimination algorithms have been commonly implemented on embedd...
High gamma backgrounds can pose a significant source of interference in solid-state neutron detector...
Abstract: We demonstrate the use of a convolutional neural network to perform neutron-gamma pulse sh...
The potential of two Kohonen artificial neural networks (ANNs) - linear vector quantisation (LVQ) an...
International audienceOrganic scintillators are widely used for neutron/gamma detection. Pulse shape...
The potential of two Kohonen artificial neural networks (ANNs) - linear vector quantisa- tion(LVQ)an...
Pulse shape discrimination, to distinguish between neutrons and gamma rays, is a very important clas...
A convolutional neural network (CNN) architecture is developed to improve the pulse shape discrimina...
Cs2LiYCl6: Ce3+ (CLYC) is a dual-mode gamma-neutron scintillator with a medium gamma-ray resolution ...
The discrimination of neutron and γ-ray events in an organic scintillator has been investigated by u...
The Belle II experiment, located at the SuperKEKB e+e- collider inJapan, uses pulse shape analysis t...
Neutron/Gamma pulse shape discrimination (PSD) was measured using stilbene and EJ-299-34 plastic sci...
The new generation of nuclear physics detectors that used to study nuclear reactions is considering ...
This dataset provides neutron and gamma-ray pulse signals for pulse shape discrimination experiments...
Pulse shape discrimination is investigated using artificial neural networks, namely linear vector qu...
International audiencePulse shape discrimination algorithms have been commonly implemented on embedd...
High gamma backgrounds can pose a significant source of interference in solid-state neutron detector...