PatternRecognition / OpenBMILinks
An open software package dedicated for the development of Brain-Computer Interfaces with various advanced pattern recognition algorithms
☆212Updated 2 years ago
Alternatives and similar repositories for OpenBMI
Users that are interested in OpenBMI are comparing it to the libraries listed below
Sorting:
- An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learni…☆401Updated last year
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆222Updated 2 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆68Updated 5 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆98Updated 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 …☆150Updated 4 months ago
- Deep Learning pipeline for motor-imagery classification.☆62Updated 3 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆236Updated last year
- ☆69Updated 7 years ago
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆144Updated 2 years ago
- ☆38Updated 5 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆350Updated 6 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆142Updated 2 years ago
- ☆133Updated 3 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆92Updated 8 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆171Updated 5 years ago
- ☆86Updated 4 years ago
- BCI Competition IV dataset 2a☆31Updated 6 years ago
- Pytorch implementation of EEGNet.☆49Updated 3 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆48Updated 5 years ago
- ☆17Updated 3 years ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆46Updated last year
- 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
- MATLAB toolbox for Brain-Computer Interfacing (BCI)☆163Updated 5 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆262Updated 4 years ago
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆53Updated 7 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- This repository save my work about GAN applied to motor imagery eeg signals☆39Updated 4 months ago
- Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain…☆70Updated 2 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆84Updated 4 years ago
- code for LMDA☆85Updated 2 years ago