Time-nie / Sleep-Stage-Classification
基于注意力机制的单通道EEG睡眠分期项目
☆11Updated 2 years ago
Alternatives and similar repositories for Sleep-Stage-Classification:
Users that are interested in Sleep-Stage-Classification are comparing it to the libraries listed below
- 基于单通道脑电信号的自动睡眠分期研究（Automatic Sleep Staging Based on EEG Signal using Deep Network）☆27Updated 2 years ago
- A Residual based Attention Model for EEG basedSleep Staging☆12Updated 3 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆28Updated 3 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆17Updated 4 years ago
- ☆35Updated 5 years ago
- ☆65Updated 2 years ago
- CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of…☆41Updated 6 years ago
- Used LSTM Network to classify eeg signals based on stimuli the subject recieved (visual or audio)☆15Updated 7 years ago
- Sleep stage detection using ECG☆111Updated this week
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆82Updated 4 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- EEG Signal Processing - Entropy☆17Updated 4 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆76Updated 2 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆81Updated 2 years ago
- ☆23Updated last year
- Feature extraction for EEG signals☆28Updated 4 years ago
- EEG Sleep stage classification using CNN with Keras☆154Updated 7 months ago
- Deep learning model for EEG artifact removal☆63Updated 2 years ago
- ☆21Updated 2 years ago
- An EEG dichotomy program file , using CSP and SVM.☆23Updated 4 years ago
- EEG motor imagery classification using convolutional neural networks☆34Updated last year
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆66Updated 3 years ago
- [IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"☆43Updated last year
- Construct a model, which contains channel-attention, CNN, LSTM, self-attention, to classify EEG data;☆10Updated 2 years ago
- Implement simple EEG classification models which are EEGNet, DeepConvNet with BCI competition dataset☆17Updated 4 years ago
- ☆19Updated 2 years ago
- ☆13Updated last year
- A list of papers for motor imagery using machine learning/deep learning.☆64Updated 3 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆40Updated last year
- Epileptic Seizure Detection on EEG Data based on CHB-MIT database.☆17Updated 10 months ago