eeg-classification topic
EEG-based-emotion-analysis-using-DEAP-dataset-for-Supervised-Machine-Learning
This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machine learning algorithms such as Support vector machine and K -...
EEG_Classification_Deeplearning
EEG Signal Classification using LSTM on various datasets
eeg-gcnn
Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with...
PyEEGLab
Analyze and manipulate EEG data using PyEEGLab.
Abnormal-EEG-Signal-Classification-Using-CNNs
This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG dataset.
eeglstm
LSTM-based neural network system to predict EEG signals
tf_EEGNet
It's a tensorflow implemention for EEGNet
EEG-Transformer
A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification
EEG_Classifier
A general matlab framework for EEG data classification
eeg-rsenet
Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network