Dreem-Organization / dreem-learning-evaluationLinks
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
Alternatives and similar repositories for dreem-learning-evaluation
Users that are interested in dreem-learning-evaluation are comparing it to the libraries listed below
Sorting:
- Transfer learning for sleep stage detection☆31Updated 3 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
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆41Updated last year
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Updated last year
- Notebooks for training the classifier of YASA sleep staging☆23Updated 3 years ago
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆11Updated 2 months ago
- ☆54Updated last year
- ☆32Updated 4 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆18Updated 5 years ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆33Updated last year
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆104Updated last year
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- Do not sleep on traditional machine learning for sleep stage scoring☆52Updated last year
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆55Updated 2 weeks 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
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆29Updated 3 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆38Updated last year
- ☆18Updated 4 years ago
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆14Updated 7 months ago
- ☆13Updated last year
- ☆38Updated 4 years ago
- ☆17Updated 3 years ago
- ☆31Updated last month
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- This repository is dedicated to real-time automation of sleep staging☆22Updated 4 years ago
- Multichannel Sleep Spindle Detector for sleep EEG☆12Updated 5 years ago
- ☆28Updated last year
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆20Updated 3 years ago
- Analysis of Transformer attention in EEG signal classification☆44Updated 9 months ago