Matching matched filtering with deep networks in gravitational-wave astronomy

Hunter Gabbard, Michael Williams, Fergus Hayes +1

We report on the construction of a deep convolutional neural network that can reproduce the sensitivity of a matched-filtering search for binary black hole gravitational-wave signa…