A neural network based method for input parameter selection
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Machine Learning in Heliophysics
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Abstract
NNs yield predictions, without aiding understanding of input-output relationship
Fully connected networks mix signal from all inputs as information flows through the network
Input parameter selection usually done
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Stefan Lotz, Jacques P. Beukes and Marelie H. Davel, "A neural network based method for input parameter selection", Poster. In Machine Learning in Heliophysics, Amsterdam, The Netherlands, September 2019.