eeg-classification topic

List eeg-classification repositories

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

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EEG Signal Classification using LSTM on various datasets

eeg-gcnn

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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

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Analyze and manipulate EEG data using PyEEGLab.

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

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LSTM-based neural network system to predict EEG signals

tf_EEGNet

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It's a tensorflow implemention for EEGNet

EEG-Transformer

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A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification

EEG_Classifier

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A general matlab framework for EEG data classification

eeg-rsenet

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Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network