NEWRON: A New Generalization of the Artificial Neuron to Enhance the Interpretability of Neural Networks

Federico Siciliano, Maria Sofia Bucarelli, Gabriele Tolomei +1

In this work, we formulate NEWRON: a generalization of the McCulloch-Pitts neuron structure. This new framework aims to explore additional desirable properties of artificial neuron…