dalinzhangzdl / BCI_MI_CSP_DNNLinks
Classification algorithm based on motor imagery brain-computer interface
☆31Updated 6 years ago
Alternatives and similar repositories for BCI_MI_CSP_DNN
Users that are interested in BCI_MI_CSP_DNN are comparing it to the libraries listed below
Sorting:
- ☆45Updated 6 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆89Updated 3 years ago
- Implementation of EEG signal classification.☆52Updated 9 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆81Updated 7 years ago
- An EEG dichotomy program file , using CSP and SVM.☆27Updated 5 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…☆43Updated 6 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆48Updated 5 years ago
- ☆68Updated 6 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…☆70Updated 2 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆83Updated 4 years ago
- A general matlab framework for EEG data classification☆50Updated 8 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆54Updated 4 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 5 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Updated 2 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆96Updated 2 years ago
- BCI Competition IV dataset 2a☆30Updated 6 years ago
- This repository save my work about GAN applied to motor imagery eeg signals☆39Updated 3 months ago
- Using wavelet transform to extract time-frequency features of motor imagery EEG signals, and classify it by convolutional neural network☆111Updated 6 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆233Updated 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 4 years ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆46Updated last year
- Feature Extraction of Mental Load EEG signals☆60Updated 9 years ago
- EEG Emotion classification using the DEAP pre-processed data☆161Updated 7 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆91Updated 7 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆170Updated 5 years ago
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆79Updated last year
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆53Updated 7 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆141Updated last year
- EEG motor imagery classification using convolutional neural networks☆40Updated 2 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆119Updated 5 years ago