124 citations · 225 across the 7 of their papers we have counts for
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gr-qc2021
Source-Agnostic Gravitational-Wave Detection with Recurrent Autoencoders
Eric A. Moreno, Jean-Roch Vlimant, Maria Spiropulu +2
We present an application of anomaly detection techniques based on deep recurrent autoencoders to the problem of detecting gravitational wave signals in laser interferometers. Trai…
cs.LG2021★ 24 cited
Accelerating Recurrent Neural Networks for Gravitational Wave Experiments
Zhiqiang Que, Erwei Wang, Umar Marikar +10
This paper presents novel reconfigurable architectures for reducing the latency of recurrent neural networks (RNNs) that are used for detecting gravitational waves. Gravitational i…