A Formal Characterization of Activation Functions in Deep Neural Networks.
Sign Up to like & getrecommendations! 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