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.

Network_Diagram

Full Convolutional Network

Inception_Node

Inception Layer

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