hisunjiang / Public-datasets-of-BCILinks
Popular public datasets of BCI
☆28Updated 2 years ago
Alternatives and similar repositories for Public-datasets-of-BCI
Users that are interested in Public-datasets-of-BCI are comparing it to the libraries listed below
Sorting:
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆83Updated 3 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆76Updated last year
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆134Updated last year
- BCI Competition IV dataset 2a☆29Updated 6 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆53Updated 4 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆165Updated 5 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆93Updated 2 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆272Updated 5 months ago
- code for LMDA☆84Updated 2 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆47Updated 3 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆81Updated 4 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆45Updated last year
- DDGCNN for ssvep☆15Updated last year
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆44Updated last year
- The codes that I implemented during my B.Sc. project.☆21Updated 3 years ago
- ☆70Updated 3 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 …☆139Updated last month
- 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…☆69Updated 2 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Updated 4 months ago
- An EEG dichotomy program file , using CSP and SVM.☆25Updated 5 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Updated last year
- 常见SSVEP信号处理算法(以空间滤波器为主)☆51Updated 4 months ago
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆23Updated 2 months ago
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆133Updated last year
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆226Updated last year
- ☆83Updated 3 years ago
- EEG Emotion classification using the DEAP pre-processed data☆154Updated 6 years ago
- This repo is created to provide some state-of-the-art (SOTA) deep learning-based classifier for SSVEP decoding.☆38Updated 6 months ago
- ☆36Updated 5 years ago