eeg-classification topic
EEG-BayesianCNN
This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.
ewtpy
Empirical wavelet transform (EWT) in Python
EEG-with-JetsonNano
Open-Source. With deep learning to neuroscience world with shield for jetson nano - JNEEG (In progress)
EEG-To-Text
code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
eeg-self-supervision
Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!
FBCSP-Python
Python implemementation of the FBCSP algorithm
motor-imagery
Project to test the accuracy of multiple algorithms published in articles to the EEG binary motor imagery problem
MLSEED
Emotion Recognition using ML methods on the SEED dataset
EEG-Transformer
i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (c...