Feature entropy gives the quantification of importance degree of individual units in CNNs
If it is helpful, you may cite the work as:
@article{tsinalis2016automatic,
title={Quantitative Effectiveness Assessment and Role Categorization of Individual Units in Convolutional Neural Networks},
author={Yang Zhao and Hao Zhang},
journal={arXiv preprint arXiv:2103.09716},
year={2021} }