A CNN and LSTM-based approach to classifying transient radio frequency interference

Author:

Czech D.ORCID,Mishra A.,Inggs M.ORCID

Publisher

Elsevier BV

Subject

Computer Science Applications,Astronomy and Astrophysics,Space and Planetary Science

Reference28 articles.

1. Abadi, M., Agarwal, A., Barham, P., Brevdo, E., Chen, Z., Citro, C., et al., 2015. TensorFlow: Large-scale machine learning on heterogeneous systems. Software available from tensorflow.org.

2. Radio frequency interference mitigation using deep convolutional neural networks;Akeret;Astron. Comput.,2017

3. Bergstra, J., Yamins, D., Cox, D., 2013. Making a science of model search: Hyperparameter optimization in hundreds of dimensions for vision architectures. In: International Conference on Machine Learning. pp. 115–123.

4. Separation of pulsar signals from noise using supervised machine learning algorithms;Bethapudi;Astron. Comput.,2018

5. Dynamic RFI measurement systems on a ROACH-2 platform;Botha,2013

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