NeuroTechX / dl-eeg-playground
Deep Learning EEG Playground
☆66Updated last month
Related projects: ⓘ
- Supplementary material for systematic literature review on deep learning and EEG.☆149Updated 4 years ago
- Generate statistical features from Electroencephalographic data☆82Updated 2 years ago
- Hands-on tutorial on deep learning for EEG classification.☆63Updated 4 months ago
- Python Brain-Computer Interface Software☆126Updated this week
- Moved to https://github.com/TNTLFreiburg/braindecode!☆58Updated 4 years ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆62Updated 2 months ago
- Previous version of eeg-notebooks☆184Updated 3 months ago
- Python interface to the Lab Streaming Layer☆68Updated 6 years ago
- 🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python☆181Updated 2 months ago
- [DEPRECATED: use MNE-Python] Python module to stream and analyze EEG data in real-time☆32Updated 6 years ago
- Analyze and manipulate EEG data using PyEEGLab.☆59Updated 3 years ago
- ☆68Updated last year
- A Python 3 toolbox to develop Brain-Computer Interfaces (BCI)☆67Updated 5 years ago
- Deep Learning Models for Brain Computer Interfaces☆30Updated 6 years ago
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆148Updated 4 years ago
- Repository of sample scripts to train deep learning model with PyTorch and MNE☆24Updated 5 years ago
- SSVEP experiment for the OpenBCI EEG device.☆28Updated 10 years ago
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆265Updated last year
- Some tutorials for students of neuroscience☆106Updated 3 months ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆53Updated last year
- SSVEP-based BCI recording of 12 subjects operating an upper limb exoskeleton during a shared control task. The exoskeleton is either cont…☆39Updated 3 years ago
- A tensorflow implementation for EEGLearn☆76Updated 5 years ago
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆34Updated last month
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆40Updated 2 months ago
- Compute and plot standard EEG electrode positions.☆60Updated this week
- Material for the BCI Workshop held at District 3 in May 2015 by BCI Montréal.☆88Updated 2 years ago
- An EEG Simmulator for Computational NeuroScience☆19Updated 5 years ago
- Real-time EEG Source-Mapping Toolbox (REST): Online ICA and Source Localization☆82Updated 5 years ago
- A library with tools for EEG analysis☆59Updated 3 months ago
- Demonstrate the code used in "Using Recurrent Neural Networks for P300-Based Brain-Computer Interface"☆30Updated 6 years ago