3 papers
physics.data-an2020
Transfer Learning in Automated Gamma Spectral Identification
Eric T. Moore, Johanna L. Turk, William P. Ford +2
The models and weights of prior trained Convolutional Neural Networks (CNN) created to perform automated isotopic classification of time-sequenced gamma-ray spectra, were utilized…
physics.app-ph2019
An Application of CNNs to Time Sequenced One Dimensional Data in Radiation Detection
Eric T. Moore, William P. Ford, Emma J. Hague +1
A Convolutional Neural Network architecture was used to classify various isotopes of time-sequenced gamma-ray spectra, a typical output of a radiation detection system of a type co…
physics.data-an2019
A Comparison of Adaptive and Template Matching Techniques for Radio-Isotope Identification
Emma J. Hague, Mark Kamuda, William P. Ford +2
We compare and contrast the effectiveness of a set of adaptive and non-adaptive algorithms for isotope identification based on gamma-ray spectra. One dimensional energy spectra are…