Nonlinear reconstruction of 21cm global signal from 21cm power spectrum with artificial neural networks

Hayato Shimabukuro

In this paper, we propose a novel method to recover the 21cm global signal from the 21cm power spectrum using artificial neural networks (ANNs). The 21cm global signal is crucial f…