garethjns / Kaggle-EEG
Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.
☆102Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Kaggle-EEG
- A general matlab framework for EEG data classification☆48Updated 7 years ago
- Matlab code for proccesing EEG signals.☆76Updated 6 years ago
- Implementation of EEG signal classification.☆48Updated 8 years ago
- Classification of eeg signals using knn and svm based upon significant features☆12Updated last year
- NEURAL: a neonatal EEG feature set in Matlab☆36Updated 3 years ago
- ☆35Updated 6 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆74Updated 3 years ago
- Process and analyse EEG brain signals using EEGlab☆24Updated 6 years ago
- A tensorflow implementation for EEGLearn☆77Updated 5 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 5 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- CNN classifier to classify MI-EEG signals☆47Updated 4 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆154Updated 4 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆59Updated 4 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆23Updated 4 years ago
- Python code for mental state recognition from EEG observations using CNN and RNN networks.☆34Updated 8 years ago
- EEG Sleep stage classification using CNN with Keras☆152Updated 5 months ago
- Real-time EEG Source-Mapping Toolbox (REST): Online ICA and Source Localization☆84Updated 5 years ago
- Automatic EEG IC classification plugin for EEGLAB☆53Updated 3 months ago
- Feature Extraction of Mental Load EEG signals☆54Updated 8 years ago
- ☆43Updated 5 years ago
- Motor Imagery EEG signal Classification on DWT☆24Updated 7 years ago
- Hands-on tutorial on deep learning for EEG classification.☆66Updated 6 months ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 6 years ago
- This is for my Biomedical Computation class in campus. The problem is for classifying EEG Dataset from Bonn University that contains seiz…☆11Updated 7 years ago
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆58Updated 7 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆39Updated 11 months ago
- ☆65Updated 5 years ago
- EEG Features to be extract from raw data.☆27Updated 7 years ago
- A MATLAB application to automatize analysis of EEG data☆24Updated 5 years ago