- Enhancing the significance of gravitational wave bursts through signal classification

Schematic representation of the proposed event classification. The procedure is based on the reconstructed time-frequency map of candidates. ANNs are trained to produce an output number close to 1 for events are classified as belonging to the target distribution, and close to 0 otherwise. Our procedure does not constrain the output value to be limited to [0,1] and overflows and underflows are possible.

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Reference

Enhancing the significance of gravitational wave bursts through signal classification - Scientific Figure on ResearchGate. Available from: https://www.researchgate.net/figure/Schematic-representation-of-the-proposed-event-classification-The-procedure-is-based-on_fig1_313642812 [accessed 21 May 2025]

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Schematic representation of the proposed event classification. The procedure is based on the reconstructed time-frequency map of candidates. ANNs are trained to produce an output number close to 1 for events are classified as belonging to the target distribution, and close to 0 otherwise. Our procedure does not constrain the output value to be limited to [0,1] and overflows and underflows are possible.

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<a href="https://www.researchgate.net/figure/Schematic-representation-of-the-proposed-event-classification-The-procedure-is-based-on_fig1_313642812"><img src="https://www.researchgate.net/profile/Gabriele-Vedovato/publication/313642812/figure/fig1/AS:11431281079732814@1660822556316/Schematic-representation-of-the-proposed-event-classification-The-procedure-is-based-on.jpg" alt="Schematic representation of the proposed event classification. The procedure is based on the reconstructed time-frequency map of candidates. ANNs are trained to produce an output number close to 1 for events are classified as belonging to the target distribution, and close to 0 otherwise. Our procedure does not constrain the output value to be limited to [0,1] and overflows and underflows are possible."/></a>