duncan-barrack / kaggle_BCI_challengeLinks
contains the code I used for the winning solution for the INRIA BCI challenge
☆15Updated 10 years ago
Alternatives and similar repositories for kaggle_BCI_challenge
Users that are interested in kaggle_BCI_challenge are comparing it to the libraries listed below
Sorting:
- MATLAB Toolbox for Brain-Computer Interface Research☆222Updated 4 years ago
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆167Updated 5 years ago
- Python + EEG/MEG = PyEEG☆259Updated last year
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆153Updated 5 months ago
- An application for establishing an OpenBCI stream through the Lab Streaming Layer (LSL)☆59Updated last year
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆237Updated last year
- Matlab code for proccesing EEG signals.☆82Updated 7 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…☆44Updated 7 years ago
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆145Updated 2 years ago
- Python code for mental state recognition from EEG observations using CNN and RNN networks.☆34Updated 9 years ago
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆53Updated 7 years ago
- A general matlab framework for EEG data classification☆51Updated 8 years ago
- Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.☆112Updated 5 years ago
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆471Updated last year
- LSTM-based neural network system to predict EEG signals☆29Updated 6 years ago
- A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.☆756Updated 5 years ago
- Realtime emotion recognition from EEG data.☆166Updated 7 years ago
- Implementation of EEG signal classification.☆52Updated 9 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆48Updated 5 years ago
- A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse☆259Updated 8 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆93Updated 8 years ago
- Outdated, see new https://github.com/braindecode/braindecode☆332Updated 5 years ago
- ☆75Updated 3 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆262Updated 4 years ago
- Classification algorithm based on motor imagery brain-computer interface☆31Updated 6 years ago
- Classification of eeg signals using knn and svm based upon significant features☆14Updated 2 years ago
- Linear discriminant analysis on EEG Motor Movement/Imagery Dataset: https://www.physionet.org/pn4/eegmmidb/☆16Updated 6 years ago
- ☆69Updated 7 years ago
- Deep Learning Models for Brain Computer Interfaces☆32Updated 7 years ago
- An open software package dedicated for the development of Brain-Computer Interfaces with various advanced pattern recognition algorithms☆213Updated 2 years ago