gumpy-bci / gumpy-deeplearning
Deep Learning Models for Brain Computer Interfaces
☆31Updated 6 years ago
Alternatives and similar repositories for gumpy-deeplearning:
Users that are interested in gumpy-deeplearning are comparing it to the libraries listed below
- A Python 3 toolbox to develop Brain-Computer Interfaces (BCI)☆67Updated 6 years ago
- ☆73Updated 2 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆60Updated 4 years ago
- SSVEP-based BCI recording of 12 subjects operating an upper limb exoskeleton during a shared control task. The exoskeleton is either cont…☆41Updated 4 years ago
- A tensorflow implementation for EEGLearn☆78Updated 5 years ago
- Matlab code for proccesing EEG signals.☆79Updated 6 years ago
- For my current research.☆38Updated 6 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆155Updated 5 years ago
- PyTorch implementation of TSception☆74Updated 2 years ago
- Deep Learning EEG Playground☆73Updated 7 months ago
- ☆35Updated 7 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆67Updated 9 months ago
- Implementation of EEG signal classification.☆50Updated 8 years ago
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆51Updated 7 years ago
- EEGNet implementation of 2 BCI competition datasets☆35Updated 6 years ago
- A general matlab framework for EEG data classification☆48Updated 7 years ago
- Learning Representations From EEG With Deep Recurrent-Convolutional Neural Networks☆16Updated 5 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 …☆131Updated 6 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
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆39Updated 7 months ago
- Python code for mental state recognition from EEG observations using CNN and RNN networks.☆34Updated 9 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆128Updated 4 years ago
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆157Updated 4 years ago
- SSVEP experiment for the OpenBCI EEG device.☆28Updated 10 years ago
- ☆129Updated 2 years ago
- CNN classifier to classify MI-EEG signals☆49Updated 5 years ago
- ☆68Updated 6 years ago
- Real-time EEG Source-Mapping Toolbox (REST): Online ICA and Source Localization☆83Updated last month
- Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.☆104Updated 5 years ago