eeg-signals topic
SSVEP-Neural-Generative-Models
Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved S...
Subject-Invariant-SSVEP-GAN
Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI.
EEG-BayesianCNN
This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.
eeguana
A package for manipulating EEG data in R.
Traumschreiber-mobileEEG
Android app for EEG data visualization and recording with the Traumschreiber BLE device
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!
motor-imagery
Project to test the accuracy of multiple algorithms published in articles to the EEG binary motor imagery problem
Deep-Learning-based-Emotion-Recognition
Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN