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Adaptive activation functions in convolutional neural networks

Sheng Qian,Hua Liu,2 Authors,Hau-San Wong

2018 · DOI: 10.1016/j.neucom.2017.06.070
Neurocomputing · 170 Citations

TLDR

This work explores three strategies to learn the activation functions, and allows the activation operation to be adaptive to inputs, and explores a strategy that basic activation functions are combined in a way of a hierarchical integration.