pquochuy / l-seqsleepnetLinks
☆15Updated last year
Alternatives and similar repositories for l-seqsleepnet
Users that are interested in l-seqsleepnet are comparing it to the libraries listed below
Sorting:
- An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation☆18Updated 3 years ago
- Transfer learning for sleep stage detection☆35Updated 4 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated 2 years ago
- ☆55Updated last year
- ☆30Updated last year
- [TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation☆47Updated 2 years ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆35Updated 4 years ago
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Updated last month
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆44Updated last year
- ☆26Updated 2 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆39Updated 2 years ago
- Sleep EEG Event Detector (SEED) model, a deep learning-based detector of sleep spindles and K-complexes☆11Updated last year
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆43Updated 4 years ago
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆18Updated 3 years ago
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆20Updated 5 months ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆93Updated 4 months ago
- ☆17Updated 4 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Updated 5 years ago
- Deep learning model for EEG artifact removal☆79Updated 3 years ago
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆21Updated 3 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆40Updated 3 years ago
- [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging☆12Updated 5 months ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆72Updated last week
- A Unified Multi-Modal Approach to Sleep Stage Classification from Physiological Signals☆35Updated 5 months ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Updated last year
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆14Updated 3 months ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017☆12Updated 7 years ago
- A library with tools for EEG analysis☆68Updated 3 weeks ago
- Codes for working with the "EEG Alpha Waves Dataset" developed at the GIPSA-lab☆21Updated last year