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

20 November 2022

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

4 / 4 papers shown

Title
msf-CNN: Patch-based Multi-Stage Fusion with Convolutional Neural Networks for TinyML Zhaolan Huang Emmanuel Baccelli MQ 14 0 0 16 May 2025
Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological Diagnostics Jiahe Li Xin Chen Fanqi Shen Junru Chen Y. Liu Daoze Zhang Zhizhang Yuan F. Zhao Meng Li Yang Yang 41 0 0 24 Feb 2025
MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification S. Goerttler Yucheng Wang Emadeldeen Eldele Min Wu F. He 38 0 0 06 Jan 2025
TinyChirp: Bird Song Recognition Using TinyML Models on Low-power Wireless Acoustic Sensors Zhaolan Huang Adrien Tousnakhoff Polina Kozyr Roman Rehausen Felix Biessmann Robert Lachlan C. Adjih Emmanuel Baccelli 42 1 0 31 Jul 2024