Convolutional Neural Networks for the classification of glitches in gravitational-wave data streams

Tiago S. Fernandes, Samuel J. Vieira, Antonio Onofre +3

We investigate the use of Convolutional Neural Networks (including the modern ConvNeXt network family) to classify transient noise signals (i.e.~glitches) and gravitational waves i…