wangjinzhuo / wearables
☆30Updated 4 years ago
Alternatives and similar repositories for wearables:
Users that are interested in wearables are comparing it to the libraries listed below
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆39Updated last year
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆46Updated last year
- ☆53Updated last year
- ☆37Updated 4 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Updated last year
- Transfer learning for sleep stage detection☆30Updated 3 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆46Updated last year
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆52Updated 3 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆65Updated 2 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic …☆40Updated 4 years ago
- Self-supervised learning for EEG☆25Updated 4 years ago
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆42Updated last year
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆101Updated last year
- ☆21Updated last week
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆29Updated 3 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆57Updated last year
- ☆26Updated last year
- 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
- ☆15Updated 3 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆83Updated 2 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆82Updated 2 weeks ago
- ☆17Updated 4 months ago
- Multi-modal Physiological Signals based Squeeze-and-Excitation Network with Domain Adversarial Learning for Sleep Staging☆18Updated 3 months ago
- NeurIPS2023 - A generic biosignal learning framework. Large EEG pre-trained models.☆118Updated last year
- ECG time-series augmentations library☆25Updated last year
- EEG Features to be extract from raw data.☆27Updated 8 years ago
- Analysis of Transformer attention in EEG signal classification☆43Updated 7 months ago
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆28Updated 4 years ago