IEEE

A CNN-Transformer Deep Learning Model for Real-time Sleep Stage Classification in an Energy-Constrained Wireless Device *

Abstract: This paper presents a lightweight deep learning (DL) model for classifying sleep stages based on single-channel EEG. The DL model was designed to run on energy- and memory-constrained ...
IEEE

Real-Time Series Arc Fault Detection and Appliances Classification in AC Networks Based on Competing Convolutional Kernels

Abstract: This article presents a method to detect and classify series arc faults affecting domestic AC electrical circuits by the analysis of electric current time series data, based on the HYDRA ...