Machine learning on motor imagery data.
☆17May 15, 2020Updated 6 years ago
Alternatives and similar repositories for motorImageryClassification
Users that are interested in motorImageryClassification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- In this project, we use MATLAB to build a classifier for predicting motor imagery from EEG data.☆12Nov 15, 2019Updated 6 years ago
- Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network☆41Apr 30, 2023Updated 3 years ago
- ☆44Apr 13, 2019Updated 7 years ago
- MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification☆21Jun 23, 2020Updated 6 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.
- GCN with MNE input and preprocessing☆10Sep 27, 2020Updated 6 years ago
- Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"☆12Aug 31, 2017Updated 9 years ago
- CNN classifier to classify MI-EEG signals☆52Dec 2, 2019Updated 6 years ago
- Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI☆32Mar 30, 2021Updated 5 years ago
- ☆15Sep 3, 2020Updated 6 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆12Nov 13, 2023Updated 2 years ago
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆31Aug 30, 2020Updated 6 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆80Apr 12, 2018Updated 8 years ago
- BCI Competition IV dataset 2a☆34Jun 8, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆15Dec 18, 2019Updated 6 years ago
- 基于EEG的抑郁症诊断模型（SSPA-GCN）开源代码☆23May 14, 2024Updated 2 years ago
- Removal of EOG artifacts from EEG using Adaptive Filtering☆12Dec 31, 2017Updated 8 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆48Aug 16, 2022Updated 4 years ago
- Graph Convolutional Networks for 4-class EEG Classification☆85Sep 24, 2020Updated 6 years ago
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆43Aug 14, 2024Updated 2 years ago
- Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"☆22Nov 7, 2022Updated 3 years ago
- CNN and RNN based architectures for Motor Imagery Classification☆15Jun 13, 2019Updated 7 years ago
- ☆30Apr 29, 2022Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆21Jun 7, 2021Updated 5 years ago
- Codes for employing PySimMIBCI for MI-EEG data generation and for using such data with FBCNetToolbox models☆10Apr 12, 2023Updated 3 years ago
- Classification toolbox in Matlab for EEG data.☆15Dec 7, 2025Updated 10 months ago
- in this mini project i will use the libraries mne and braindecode to analyze and classify public domain EEG(ML) signals provided by physi…☆11Jan 29, 2025Updated last year
- ☆72Dec 10, 2018Updated 7 years ago
- Linear discriminant analysis on EEG Motor Movement/Imagery Dataset: https://www.physionet.org/pn4/eegmmidb/☆16Jan 13, 2019Updated 7 years ago
- Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆38Oct 25, 2021Updated 5 years ago
- 运动想象脑机接口分类算法☆13Jul 27, 2020Updated 6 years ago
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆46Sep 23, 2026Updated last month
- 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.
- Implementation of the ST-GAT (Spatio-Temporal Graph Attention Network) for the detection and analysis of neonatal seizures using EEG, as …☆10Oct 10, 2023Updated 3 years ago
- Classification of eeg signals using knn and svm based upon significant features☆14Jan 10, 2023Updated 3 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆244May 20, 2024Updated 2 years ago
- Use multiple cameras to track a target pedestrian☆13Jan 21, 2020Updated 6 years ago
- Using wavelet transform to extract time-frequency features of motor imagery EEG signals, and classify it by convolutional neural network☆112Oct 14, 2019Updated 7 years ago
- Motor Imagery Classification using Attention based Parallel CNN-LSTM architecture. Dataset used: PhysioNet Motor Imagery Dataset☆12Aug 12, 2020Updated 6 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Oct 28, 2020Updated 6 years ago