neergaard / deep-sleep-pytorchLinks
☆17Updated 4 years ago
Alternatives and similar repositories for deep-sleep-pytorch
Users that are interested in deep-sleep-pytorch are comparing it to the libraries listed below
Sorting:
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆26Updated 6 months ago
- ☆31Updated 2 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated 2 years ago
- Transfer learning for sleep stage detection☆35Updated 4 years ago
- ☆55Updated 2 years ago
- [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging☆13Updated 6 months ago
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆27Updated 5 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆36Updated last month
- Official Code for Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG (IJCAI 2023)☆11Updated 2 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆51Updated 2 years ago
- ☆14Updated 2 years ago
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆18Updated 3 years ago
- the implementation of the ASAD_DenseNet☆29Updated 8 months ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆66Updated 3 years ago
- ☆20Updated 8 months ago
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆47Updated 2 years ago
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆17Updated 4 years ago
- ☆39Updated 4 years ago
- Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991☆73Updated last year
- ☆30Updated 3 months ago
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆20Updated this week
- Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events. Kernels are visualised using Fourier…☆22Updated 2 years ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆70Updated 9 months ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆40Updated last year
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…