motor-imagery-eeg
There are 10 repositories under motor-imagery-eeg topic.
zabir-nabil/eeg-rsenet
Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network
comojin1994/DFformer
Towards Domain Free Transformer for Generalized EEG Pre-training
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.
hancan16/SST-DPN
A Lightweight and High Performance Neural network for MI-EEG decoding
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..
comojin1994/proximity-to-boundary-score
A Novel Adversarial Approach for EEG Dataset Refinement: Enhancing Generalization through Proximity-to-Boundary Scoring
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.
HarlockOfficial/MsThesisProject
University MS Thesis Project, Controlling an avatar in a Virtual Environment via EEG Motor Imagery