gumpy-bci / gumpy-deeplearningLinks
Deep Learning Models for Brain Computer Interfaces
☆32Updated 7 years ago
Alternatives and similar repositories for gumpy-deeplearning
Users that are interested in gumpy-deeplearning are comparing it to the libraries listed below
Sorting:
- ☆75Updated 3 years ago
- A Python 3 toolbox to develop Brain-Computer Interfaces (BCI)☆68Updated 6 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- Matlab code for proccesing EEG signals.☆81Updated 7 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆66Updated 5 years ago
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆162Updated 5 years ago
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆53Updated 7 years ago
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆145Updated 3 months ago
- A tensorflow implementation for EEGLearn☆78Updated 6 years ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆73Updated last year
- SSVEP-based BCI recording of 12 subjects operating an upper limb exoskeleton during a shared control task. The exoskeleton is either cont…☆43Updated 4 years ago
- ☆132Updated 2 years ago
- Deep Learning EEG Playground☆75Updated last year
- Outdated, see new https://github.com/braindecode/braindecode☆330Updated 5 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.☆219Updated 8 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆130Updated 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…☆43Updated 6 years ago
- ☆36Updated 7 years ago
- PyTorch implementation of TSception☆82Updated 2 years ago
- Demonstrate the code used in "Using Recurrent Neural Networks for P300-Based Brain-Computer Interface"☆31Updated 7 years ago
- ☆68Updated 6 years ago
- ☆44Updated 6 years ago
- Implementation of EEG signal classification.☆52Updated 9 years ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆72Updated 2 years ago
- SSVEP experiment for the OpenBCI EEG device.☆28Updated 11 years ago
- Python code for mental state recognition from EEG observations using CNN and RNN networks.☆34Updated 9 years ago
- CNN classifier to classify MI-EEG signals☆50Updated 5 years ago
- 1D Convolutional Neural Networks for P300 detection from EEG signals☆90Updated 2 years ago
- An open software package dedicated for the development of Brain-Computer Interfaces with various advanced pattern recognition algorithms☆210Updated 2 years ago