Slumbering to Precision: Enhancing Artificial Neural Network Calibration Through Sleep-like Processes

Jean Erik Delanois, Aditya Ahuja, Giri P. Krishnan +1

Artificial neural networks are often overconfident, undermining trust because their predicted probabilities do not match actual accuracy. Inspired by biological sleep and the role…