kedarps / DeepSleepNetLinks
Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017
☆12Updated 6 years ago
Alternatives and similar repositories for DeepSleepNet
Users that are interested in DeepSleepNet are comparing it to the libraries listed below
Sorting:
- Notebooks for training the classifier of YASA sleep staging☆23Updated 3 years ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆34Updated 3 years ago
- ☆14Updated 2 years ago
- Multichannel Sleep Spindle Detector for sleep EEG☆12Updated 5 years ago
- Transfer learning for sleep stage detection☆32Updated 4 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆38Updated 3 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆42Updated last year
- ☆17Updated 3 years ago
- Automated sleep staging scoring and narcolepsy identification☆83Updated last year
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆36Updated last year
- ☆13Updated 2 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
- ☆32Updated 2 months ago
- An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation☆18Updated 3 years ago
- Detection of ECG events (R wave, T wave) for the preprocessing of the heartbeat evoked potential☆35Updated 2 years ago
- [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging☆12Updated 3 months ago
- EEG online experiment GUI☆18Updated 2 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆106Updated last year
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆18Updated 5 years ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆29Updated 3 years ago
- An open-source sleep stage classification Python package☆112Updated 3 months ago
- ☆24Updated 2 years 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
- EEG Features to be extract from raw data.☆27Updated 8 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Updated last year
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆61Updated 8 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆90Updated last month
- A library with tools for EEG analysis☆67Updated last year