drasros / sleep_staging_shhs
Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"
☆57Updated 7 years ago
Alternatives and similar repositories for sleep_staging_shhs:
Users that are interested in sleep_staging_shhs are comparing it to the libraries listed below
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆96Updated last year
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆28Updated 3 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆76Updated last year
- EEG Sleep stage classification using CNN with Keras☆154Updated 7 months ago
- [TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"☆206Updated last year
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆131Updated last year
- Transfer learning for sleep stage detection☆30Updated 3 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆40Updated last year
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆228Updated 3 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆76Updated 2 years ago
- ☆10Updated 5 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆17Updated 4 years ago
- ☆23Updated last year
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆59Updated 2 years ago
- ☆52Updated last year
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- ☆37Updated 3 years ago
- modify self-attention model for EEG signal as input and image embedding layer as output☆100Updated 5 years ago
- EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models☆38Updated 5 years ago
- JMIR AI'23: EEG dataset processing and EEG Self-supervised Learning☆45Updated last year
- A Residual based Attention Model for EEG basedSleep Staging☆12Updated 3 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆60Updated 4 years ago
- Automated sleep staging scoring and narcolepsy identification☆77Updated 6 months ago
- Hands-on tutorial on deep learning for EEG classification.☆70Updated 8 months ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆28Updated 8 months ago
- The project is about applying CNNs to EEG data from CHB-MIT to predict seizure☆107Updated last year
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆121Updated last year
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆89Updated 2 years ago
- [IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"☆37Updated last year
- Pytorch implementation of EEGNet.☆43Updated 2 years ago