Cargando…

Performance of a convolutional autoencoder designed to remove electronic noise from p-type point contact germanium detector signals

We present a convolutional autoencoder to denoise pulses from a p-type point contact high-purity germanium detector similar to those used in several rare event searches. While we focus on training procedures that rely on detailed detector physics simulations, we also present implementations requirin...

Descripción completa

Detalles Bibliográficos
Autores principales: Anderson, Mark R., Basu, Vasundhara, Martin, Ryan D., Reed, Charlotte Z., Rowe, Noah J., Shafiee, Mehdi, Ye, Tianai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9715503/
https://www.ncbi.nlm.nih.gov/pubmed/36471863
http://dx.doi.org/10.1140/epjc/s10052-022-11000-w