YuDongPan / DL_Classifier
This repo is created to provide some state-of-the-art (SOTA) deep learning-based classifier for SSVEP decoding.
☆22Updated 5 months ago
Alternatives and similar repositories for DL_Classifier:
Users that are interested in DL_Classifier are comparing it to the libraries listed below
- DDGCNN for ssvep☆10Updated last year
- This is source code provided for replication of SSVEPNet☆34Updated 5 months ago
- 常见SSVEP信号处理算法（以空间滤波器为主）☆40Updated 3 months ago
- Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python☆8Updated 4 years ago
- Python package for SSVEP datasets and algorithms. Corresponding paper has been accepted by IEEE TNSRE (DOI: 10.1109/TNSRE.2024.3424410)☆40Updated 6 months ago
- ☆30Updated 2 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆51Updated 3 years ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆37Updated last year
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- This repository is provided for replicating the canonical classifier of SSVEP signals.☆42Updated 6 months ago
- 使用的pytorch编写的eegnet代码，方便现在进行调试☆19Updated last year
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆7Updated 2 years ago
- Pytorch implementation of EEGNet.☆44Updated 2 years ago
- code for LMDA☆70Updated last year
- ☆65Updated 2 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆37Updated last year
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆19Updated 2 years ago
- 运动想象分类模型---ATCNet，源代码融合了关于EEGNet,DeepConvNet,ShallowConvNet等多种典型模型作对比☆24Updated last year
- A template: for deep learning processing BCI-2A-Data, including loading data, preprocessing, training, testing, saving the best model, vi…☆14Updated 9 months ago
- A list of papers for motor imagery using machine learning/deep learning.☆65Updated 3 years ago
- Implement TRCA algorithm for ssvep signal classification☆14Updated 5 years ago
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding☆16Updated 4 months ago
- EEG Motor Imagery with Deep Learning☆12Updated 2 years ago
- An EEG dichotomy program file , using CSP and SVM.☆23Updated 4 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆32Updated 2 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆62Updated 5 months ago
- A Novel Brain-Computer Interfaces System Design Based on Combining of fNIRS and EEG Signals☆17Updated 3 years ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆74Updated last year
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆121Updated last year
- 基于一个公开数据集和一个BCI竞赛数据集，提供一个SVM-CSP运动想象二分类demo☆11Updated 3 years ago