Faraday Complexity Paper

A draft of our Faraday Complexity paper that I posted about previously, where we use a convolutional neural network (CNN) to classify complex polarized sources, is finally finished and can be found  here (faraday_ML). We used an inception model to with 1-D convolutional layers to classify Faraday spectra as either simple or complex. The best network is shown below, and more details can be found in the draft.


Full Convolutional Network


Inception Layer

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