The activation function plays an important role in the training and the performance of an Artificial Neural Network. They provide the necessary non-linear properties to any Artificial Neural Network. In this work, we provide a review of the most common and recent activation functions used in the hidden layer of an Artificial Neural Network.

Published in: SAMI 2020
ISBN:
DOI: 10.1109/SAMI48414.2020.9108717