motor-imagery-classification

SuperBruceJia/EEG-Motor-Imagery-Classification-CNNs-TensorFlow

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

guangyizhangbci/EEG_Riemannian

IEEE Transactions on Emerging Topics in Computational Intelligence

edw4rdyao/eeg_mi_dl

A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualization & analysis), papers(research and summary), deep learning models(reproduction and experiments).

High-East/BCI-ToolBox

Deep Learning pipeline for motor-imagery classification.

prashanth-prakash/EEG-ANALYSIS-FOR-MOTOR-IMAGERY-APPLICATION

arkanivasarkar/EEG-Data-Augmentation-using-Variational-Autoencoder

Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals

comojin1994/m-shallowconvnet

Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals

lokhande-vishnu/IITK_Motor_EEG

Motor Imagery EEG signal Classification on DWT

comojin1994/DFformer

Towards Domain Free Transformer for Generalized EEG Pre-training

mauricio-ms/motor-imagery

Project to test the accuracy of multiple algorithms published in articles to the EEG binary motor imagery problem

reshalfahsi/eeg-motor-imagery-classification

EEG Motor Imagery Classification Using CNN, Transformer, and MLP

Ahmed-Habashy/Dataset-BCI-competition-iv-2b

This is a python code for extracting EEG signals from dataset 2b from competition iv, then it converts the data to spectrogram images to classify them using a CNN classifier.

faheemersh/Senior_Design_Dry_EEG_BCI

Senior Design Project at UH

mauricio-ms/motor-imagery-deep-learning

Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.

Ahmed-Habashy/Dataset-BCI-competition-iv-set1

This code is for classifying spectrogram images of Motor Movement/Imagery tasks using a Convolutional Neural Network (CNN) and Generative Adversarial Network (GAN) for data augmentation..

James-Mc1ntyre/DeepLearningProject

Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals

vinayakr99/Muse-MotorImageryClassification

Record EEG data from a Muse 2 headband using the MInd Monitor app and python osc module. Build and train a CNN model in Keras framework to classify Left-Right Motor Imagery. Make real-time predictions using the trained model.

mikaelhaji/MotorImagery

Motor Imagery System Using a Low-Cost EEG Brain Computer Interface.

sajjadkarimi91/motor-imagery-BCI

A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO

bustios/res

This repository contains all the code used in the experiments of the paper Restricted Exhaustive Search for Frequency Band Selection in Motor Imagery Classification as well as additional information of the experiments and results, and how to reproduce them.

phanquanghung/eeg-classification-api

EEG Classification API using Flask

Tanuj2552/Motor-Imagery-Classification-of-Brain-EEG-Signal

This project aim is to classify the motor imagery signals extracted from the brain using an Electro Encephalogram

Ahmed-Habashy/CNN-classifier-for-EEG-Motor-imagery-spectrum-images

This Python script creates, trains, and tests a Convolutional Neural Network (CNN) for image classification using various libraries like Numpy, Tensorflow, OpenCV, Keras, etc. The input images are spectrum images that are loaded from a specified folder path and pre-processed by resizing and normalizing.

anjaliagarwal8/ECoG_MotorImagery-NMA

ECoG Motor Imagery Classification and Analysis. (Neuromatch Academy Project)

nabilalibou/online_bci_mi

Real-Time BCI for Rock-Paper-Scissors: Decoding Motor Imagery with Minimal Training

cserajdeep/OMP-EEG

Orthogonal matching pursuit-based feature selection for motor-imagery EEG signal

HarlockOfficial/MsThesisProject

University MS Thesis Project, Controlling an avatar in a Virtual Environment via EEG Motor Imagery

High-East/XAI606-EEGNet

Project for XAI606(Korea University)

Kiarashmo/Stroke-Patient-Motor-Imagery-Classification-System-by-Utilizing-Transfer-Learning

Leveraging Transfer Learning to Improve Stroke Patient Motor-Imagery Classification.

nabilalibou/EEG_kaggle_sandbox

Exploring Brain Signal Processing Pipelines for Kaggle Challenges

phanquanghung/eeg-motor-imagery

Motor Imagery in VR-BCI

cserajdeep/Fuzzy-Discernibility-Matrix

Fuzzy Discernibility Matrix-based a novel feature selection technique

Peich-Liu/Motor_Imagery_Signal_Anaylze

The topic is "Using Different algorithm to classify the motor imagery EEG signal"

rishannp/Motor-Imagery---Graph-Attention-Network

This is works in attempt to develop novel, state-of-the-art models for decoding EEG MI data from patient datasets. Specifically using GAT, highlighting their potential advantages.

phanquanghung/motor-imagery-gb

Motor Imagery model for Technology Workshop class