Matching Matched Filtering with Deep Networks for Gravitational-Wave Astronomy.
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DOI: 10.1103/physrevlett.120.141103
Abstract: 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 signals. The standard method for the detection of well-modeled transient… read more here.
Keywords: matching matched; gravitational wave; astronomy; matched filtering ... See more keywords