DeepBCI / Deep-BCILinks
An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning
☆401Updated last year
Alternatives and similar repositories for Deep-BCI
Users that are interested in Deep-BCI are comparing it to the libraries listed below
Sorting:
- An open software package dedicated for the development of Brain-Computer Interfaces with various advanced pattern recognition algorithms☆209Updated 2 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆330Updated 6 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆229Updated last year
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆279Updated 2 years ago
- ☆131Updated 2 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 …☆142Updated 2 months ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆66Updated 5 years ago
- Deep Learning pipeline for motor-imagery classification.☆61Updated 3 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆168Updated 5 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆257Updated 4 years ago
- ☆68Updated 6 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆136Updated last year
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆211Updated 2 years ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆45Updated last year
- PyTorch EEG emotion analysis using DEAP dataset☆90Updated 7 years ago
- Mother of All BCI Benchmarks☆851Updated this week
- This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machi…☆179Updated 6 years ago
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆263Updated 2 years ago
- i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG…☆315Updated 2 years ago
- EEG Emotion classification using the DEAP pre-processed data☆158Updated 6 years ago
- ☆74Updated 2 years ago
- ☆108Updated 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.☆218Updated 8 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆139Updated last year
- Deep learning software to decode EEG, ECG or MEG signals☆1,029Updated last week
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆69Updated 2 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
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆456Updated last year
- Generate statistical features from Electroencephalographic data☆94Updated 3 years ago