yangdai97 / MultiChannelSleepNetLinks
[IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"
☆62Updated 2 years ago
Alternatives and similar repositories for MultiChannelSleepNet
Users that are interested in MultiChannelSleepNet are comparing it to the libraries listed below
Sorting:
- A list of papers for sleep stages classification using machine learning/deep learning.☆95Updated 3 years ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆267Updated 2 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- ☆23Updated 3 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆11Updated 4 years ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆39Updated last year
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆74Updated 2 years ago
- code for LMDA☆87Updated 2 years ago
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆194Updated 8 months ago
- A list of papers for physiological signal classification using machine learning/deep learning.☆245Updated 3 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆38Updated 6 months ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆145Updated 2 years ago
- Multi-modal Physiological Signals based Squeeze-and-Excitation Network with Domain Adversarial Learning for Sleep Staging☆22Updated last year
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆28Updated 8 months ago
- ☆32Updated 5 months ago
- 基于单通道脑电信号的自动睡眠分期研究（Automatic Sleep Staging Based on EEG Signal using Deep Network）☆35Updated 3 years ago
- ☆21Updated 2 years ago
- ☆32Updated 2 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆49Updated 3 years ago
- Epileptic Seizure Detection on EEG Data based on CHB-MIT database.☆22Updated last year
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆71Updated 11 months ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆31Updated 8 months ago
- ☆92Updated 4 years ago
- This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning", Expert Systems …☆78Updated 9 months ago
- EEG Motor Imagery Classification Using CNN, Transformer, and MLP☆32Updated 6 months ago
- ☆102Updated last year
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆83Updated 3 years ago
- [TAFFC-2022] PyTorch implementation of TSception v2☆147Updated 2 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆91Updated 3 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆168Updated 2 years ago