pquochuy / sleep_transfer_learningLinks
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning
☆48Updated last year
Alternatives and similar repositories for sleep_transfer_learning
Users that are interested in sleep_transfer_learning are comparing it to the libraries listed below
Sorting:
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆41Updated last year
- Transfer learning for sleep stage detection☆31Updated 3 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆38Updated last year
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆32Updated 3 years ago
- ☆32Updated 4 years ago
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆60Updated 7 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆104Updated last year
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆42Updated last year
- This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.☆30Updated 4 years ago
- ☆54Updated last year
- ☆17Updated 3 years ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14Updated 6 years ago
- ☆38Updated 4 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆84Updated 2 months ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆41Updated 4 years ago
- ☆21Updated this week
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆18Updated 5 years ago
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆29Updated 4 years ago
- ☆28Updated 7 years ago
- Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI☆32Updated 4 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆44Updated last year
- ☆36Updated 7 years ago
- ☆7Updated 3 years ago
- PyTorch implementation of TSception☆75Updated 2 years ago
- ☆18Updated 4 years ago
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆54Updated 4 years ago
- ☆13Updated last year
- EEG Features to be extract from raw data.☆27Updated 8 years ago