wangjinzhuo / wearablesLinks
☆32Updated 4 years ago
Alternatives and similar repositories for wearables
Users that are interested in wearables are comparing it to the libraries listed below
Sorting:
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆34Updated 2 years ago
- ☆38Updated 4 years ago
- Transfer learning for sleep stage detection☆31Updated 3 years ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Updated last year
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆41Updated last year
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆38Updated last year
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆46Updated 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
- ☆54Updated last year
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆42Updated last year
- ☆17Updated 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
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- ☆21Updated this week
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆18Updated 3 weeks ago
- Analysis of Transformer attention in EEG signal classification☆44Updated 9 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
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆54Updated 4 years ago
- ☆28Updated last year
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆64Updated last year
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆104Updated last year
- 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
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆60Updated 7 years ago
- PyTorch implementation of TSception☆75Updated 2 years ago
- Self-supervised learning for EEG☆25Updated 4 years ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆44Updated last year
- EEG Features to be extract from raw data.☆27Updated 8 years ago
- selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data☆55Updated 2 weeks ago
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆29Updated 4 years ago