Generalized Approach to Matched Filtering using Neural Networks

no code implementations • 8 Apr 2021 • Jingkai Yan, Mariam Avagyan, Robert E. Colgan, Doğa Veske, Imre Bartos, John Wright, Zsuzsa Márka, Szabolcs Márka

Moreover, we show that the proposed neural network architecture can outperform matched filtering, both with or without knowledge of a prior on the parameter distribution.

Gravitational Wave Detection