Classification algorithm based on motor imagery brain-computer interface
☆34Aug 22, 2019Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆10Sep 19, 2022Updated 3 years ago
- Machine learning on motor imagery data.☆17May 15, 2020Updated 6 years ago
- Motor Imagery EEG signal Classification on DWT☆24Nov 7, 2017Updated 8 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…☆44Dec 13, 2018Updated 7 years ago
- Using wavelet transform to extract time-frequency features of motor imagery EEG signals, and classify it by convolutional neural network☆114Oct 14, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"☆12Aug 31, 2017Updated 8 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆81Apr 12, 2018Updated 8 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Nov 13, 2023Updated 2 years ago
- Implementation of EEG signal classification.☆52Jun 30, 2016Updated 9 years ago
- 运动想象脑机接口分类算法☆13Jul 27, 2020Updated 5 years ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆15Sep 8, 2024Updated last year
- A general matlab framework for EEG data classification☆51Aug 21, 2017Updated 8 years ago
- Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network☆41Apr 30, 2023Updated 3 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Apr 16, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Jun 7, 2021Updated 5 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☆12Aug 2, 2021Updated 4 years ago
- A comparison of different classifiers in valence and arousal detection using the DEAP database for EEG☆15May 1, 2019Updated 7 years ago
- ☆31Apr 29, 2022Updated 4 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆94Mar 4, 2022Updated 4 years ago
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆12Oct 26, 2022Updated 3 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆50Nov 25, 2024Updated last year
- MI-EEG recognition☆10Feb 14, 2019Updated 7 years ago
- This repo is created to provide some state-of-the-art (SOTA) deep learning-based classifier for SSVEP decoding.☆54Feb 22, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- SSVEP Brain Computer Interface - Example code for real-time detection of SSVEP using the Canonical Correlation Analysis (CCA) code in rea…☆17Jul 25, 2019Updated 6 years ago
- Matlab code: "Wong, C. M., et al. (2020). Inter-and intra-subject transfer reduces calibration effort for high-speed SSVEP-based BCIs. IE…☆11Apr 27, 2023Updated 3 years ago
- Covariance toolbox for matlab, including riemannian geometry☆120Jun 30, 2016Updated 9 years ago
- Master thesis subject: Leveraging Deep Learning for Real-time EEG Classification at Cybathlon's BCI-race☆15Mar 25, 2023Updated 3 years ago
- EEG motor imagery classification using convolutional neural networks☆43Mar 25, 2023Updated 3 years ago
- EEG Signal Processing - Entropy☆19Mar 9, 2020Updated 6 years ago
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆153Dec 11, 2023Updated 2 years ago
- Motor imagery EEG classifier for my master's thesis.☆21Jan 9, 2017Updated 9 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆244May 20, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆44Apr 13, 2019Updated 7 years ago
- An all-in-one EEG feature extraction toobox, including statistical features, Hjorth parameters, entropy, nonlinear features, power spectr…☆53Dec 7, 2023Updated 2 years ago
- FB-tCNN for SSVEP Classification (TNSRE)☆26Jan 5, 2023Updated 3 years ago
- Classification toolbox for ERP and SSVEP based BCI data☆55May 3, 2021Updated 5 years ago
- 基于OpenBCI（Bciduino）完成的SSVEP项目，包括刺激器、信号实时传输、以及基于FFT的脑电信号分类、蓝牙小车的脑电控制☆151May 6, 2024Updated 2 years ago
- Official Repository of 'Transfer learning of an ensemble of DNNs for SSVEP BCI spellers without user-specific training'☆27Sep 22, 2023Updated 2 years ago
- Feature-level domain adaptation☆11Sep 6, 2019Updated 6 years ago