motor-imagery-eeg

There are 0 repository under motor-imagery-eeg topic.

zabir-nabil / eeg-rsenet
Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network
eeg classification neural-net biosignal signal-classification rse-net random-subspace-ensemble eeg-classification eeg-matlab matlab-eeg-classification motor-imagery eeg-neural-networks motor-imagery-eeg random-subspace-ensemble-network
Language:Jupyter Notebook 40
comojin1994 / DFformer
Towards Domain Free Transformer for Generalized EEG Pre-training
deep-learning eeg eeg-analysis eeg-classification eeg-signals motor-imagery motor-imagery-classification motor-imagery-eeg pre-trained-model pytorch self-supervised-learning sleep-eeg sleep-stage-classification transfer-learning transformer
Language:Python 26
hancan16 / SST-DPN
A Lightweight and High Performance Neural network for MI-EEG decoding
cnn deep-learning eeg motor-imagery-eeg prototype-learning pytorch bci eeg-classification
Language:Python 18
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.
ai eeg eeg-classification eeg-signals machine-learning motor-imagery motor-imagery-classification motor-imagery-eeg motor-imagery-tasks
Language:Python 17
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..
cnn convolutional-neural-networks deep-learning eeg keras motor-imagery-classification tensorflow dcgan gan gans motor-imagery-eeg
Language:Python 10
comojin1994 / proximity-to-boundary-score
A Novel Adversarial Approach for EEG Dataset Refinement: Enhancing Generalization through Proximity-to-Boundary Scoring
adversarial-attacks dataset-cleaning deep-learning eeg eeg-analysis eeg-classification eeg-signals motor-imagery motor-imagery-classification motor-imagery-eeg pytorch sleep-eeg sleep-stage-classification
Language:Python 8
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.
cnn-classification deep-learning eeg motor-imagery-classification motor-imagery-eeg motor-imagery-training
Language:Python 3
MiguelRochaBE / MotorImagery-BCI
bci motor-imagery-eeg robotics common-spatial-pattern machine-learning
Language:Jupyter Notebook 3
HarlockOfficial / MsThesisProject
University MS Thesis Project, Controlling an avatar in a Virtual Environment via EEG Motor Imagery
dataset-augmentation deep-learning deep-neural-networks eeg eeg-classification latex motor-imagery motor-imagery-classification motor-imagery-eeg python3 thesis thesis-project university university-project websockets submodules
Language:Python 2
esraa9322 / Berlin-BCI-Competition
band-pass-filter brain-computer-interface fourier-transform mne-python motor-imagery motor-imagery-eeg signal-processing berlin-bci-competition-dataset1
Language:Jupyter Notebook 1