Articles with "functions deep" as a keyword



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A Formal Characterization of Activation Functions in Deep Neural Networks.

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Published in 2022 at "IEEE transactions on neural networks and learning systems"

DOI: 10.1109/tnnls.2022.3187538

Abstract: In this article, a mathematical formulation for describing and designing activation functions in deep neural networks is provided. The methodology is based on a precise characterization of the desired activation functions that satisfy particular criteria,… read more here.

Keywords: activation functions; neural networks; functions deep; methodology ... See more keywords