dongyyyyy / DeepSleepNet_pytorch
☆6Updated 2 years ago
Related projects: ⓘ
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆25Updated 3 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆10Updated 3 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆68Updated 2 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆57Updated 2 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆45Updated 8 months ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆37Updated last year
- ☆19Updated 9 months ago
- ☆46Updated 9 months ago
- ☆14Updated last year
- ☆13Updated 2 years ago
- ☆11Updated 2 years ago
- It is an emotion detection with EEG and ECG signals.☆36Updated 4 years 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)☆23Updated last year
- Deep Learning pipeline for motor-imagery classification.☆54Updated 2 years ago
- A COMPREHENSIVE ANALYSIS OF SLEEP APNEA☆41Updated 2 years ago
- DETRtime, a framework for time-series segmentation☆18Updated last year
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆113Updated last year
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆179Updated 11 months ago
- Multi-modal Physiological Signals based Squeeze-and-Excitation Network with Domain Adversarial Learning for Sleep Staging☆14Updated last year
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆38Updated 3 months ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆80Updated last year
- ☆39Updated last year
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆34Updated last year
- Deep Learning, Wavelet Analysis and Fourier Transforms for identification of abnormal EEG in Epilepsy patients☆52Updated 3 years ago
- ☆32Updated this week
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆16Updated 4 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆59Updated 3 years ago
- ☆11Updated 4 years ago
- Self-supervised ECG Representation Learning - ICASSP 2020 and IEEE T-AFFC☆31Updated 2 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆42Updated last year
- ☆36Updated this week