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:
- 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
- ☆75Updated 3 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆67Updated 5 years ago
- Outdated, see new https://github.com/braindecode/braindecode☆331Updated 5 years ago
- ☆133Updated 2 years ago
- Matlab code for proccesing EEG signals.☆81Updated 7 years ago
- A tensorflow implementation for EEGLearn☆78Updated 6 years ago
- ☆68Updated 6 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
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆150Updated 4 months ago
- Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synth…☆73Updated last year
- Motor Imagery Classification based on EEG at Columbia Medical Center☆48Updated 5 years ago
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆163Updated 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…☆44Updated 6 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
- Implementation of EEG signal classification.☆52Updated 9 years ago
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆278Updated 3 years ago
- For my current research.☆38Updated 7 years ago
- CNN classifier to classify MI-EEG signals☆50Updated 5 years ago
- An open software package dedicated for the development of Brain-Computer Interfaces with various advanced pattern recognition algorithms☆212Updated 2 years ago
- implementation of FBCSP algorithm☆26Updated 6 years ago
- ☆45Updated 6 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆344Updated 6 years ago
- ☆18Updated 5 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆234Updated last year
- This repository save my work about GAN applied to motor imagery eeg signals☆39Updated 4 months ago
- SSVEP-based BCI recording of 12 subjects operating an upper limb exoskeleton during a shared control task. The exoskeleton is either cont…☆45Updated 4 years ago
- Generate statistical features from Electroencephalographic data☆95Updated 3 years ago
- General CSP algorithm implementation for spatial filter construction☆31Updated 6 years ago