Abstract: Multivariate permutation entropy (MvPE) is an effective complexity measure method for multichannel signals, which has been widely used in bearing fault diagnosis. However, existing MvPE ...

Abstract: In this article, we reported a novel granulation method composed of complexity information based on permutation entropy (PeEn). This method aims to recognize the electroencephalography (EEG) ...

This repository contains the implementation of Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition. The code is based on the OLMo project, with modifications to ...