dalinzhangzdl / BCI_MI_CSP_DNN
Classification algorithm based on motor imagery brain-computer interface
☆31Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for BCI_MI_CSP_DNN
- Implementation of EEG signal classification.☆48Updated 8 years ago
- ☆43Updated 5 years ago
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆7Updated 2 years ago
- An EEG dichotomy program file , using CSP and SVM.☆21Updated 4 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆81Updated 2 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…☆41Updated 5 years 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…☆68Updated last year
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- BCI Competition IV dataset 2a☆26Updated 5 years ago
- A general matlab framework for EEG data classification☆48Updated 7 years ago
- EEG motor imagery classification using convolutional neural networks☆34Updated last year
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆50Updated 3 years ago
- ☆30Updated 2 years ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆36Updated 10 months ago
- Machine learning on motor imagery data.☆15Updated 4 years ago
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆48Updated 6 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- 常见SSVEP信号处理算法(以空间滤波器为主)☆39Updated 3 weeks ago
- EEG Motor Imagery with Deep Learning☆13Updated 2 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 6 years ago
- 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
- A list of papers for motor imagery using machine learning/deep learning.☆60Updated 3 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆11Updated last year
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆117Updated 11 months ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆10Updated 2 years ago
- ☆60Updated last year
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆36Updated 3 months ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆37Updated last year
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Updated 3 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆74Updated 3 years ago