A novel multi-layer modular approach for real-time fuzzy-identification of gravitational-wave signals

Advanced LIGO and Advanced Virgo ground-based interferometers are instruments capable to detect gravitational wave (GW) signals exploiting advanced laser interferometry techniques. The underlying data analysis task consists in identifying specific patterns in noisy timeseries, but it is made extreme...

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Detalhes bibliográficos

Principais autores:	Francesco Pio Barone, Daniele Dell’Aquila, Marco Russo
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IOP Publishing 2023-01-01
Colecção:	Machine Learning: Science and Technology
Assuntos:	gravitational-wave science analysis of noisy timeseries fuzzy-classification of signals speech-processing genetic programming artificial neural networks
Acesso em linha:	https://doi.org/10.1088/2632-2153/ad1200
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