IoBT-VISTEC

MIN2Net

End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)

Pre-trained-EEG-for-Deep-Learning

Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder (IEEE Access)

EEGWaveNet

source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Industrial Informatics)

Decoding-EEG-during-AO-MI-ME

The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitting. (IEEE Sensors Journal)

MetaSleepLearner

Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatics)

EEG-Emotion-Recognition-INTERFACES-datasets

EEG Emotion Datasets (INTERFACES) from OpenBCI (IEEE Sensors Journal)

EEGANet

EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)

SleepPoseNet

Deep Learning Approach for UWB Applications (IEEE Journal of Biomedical and Health Informatics)

Deep-Learning-for-EEG-Based-Biometrics

Affective EEG-Based Person Identification Using the Deep Learning Approach (IEEE Transactions on Cognitive and Developmental Systems)

Machine-Learning-for-BCI

CCA for SSVEP, DNN for SSVEP, ROS-BCI

MUSEC

For accessing to the dataset, please send your short bio and objective of the study to Dr.Theerawit Wilaiprasitporn (theerawit dot w at vistec dot ac dot th)

OCTAve

Implementation for OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation (IEEE Transactions on Biomedical Engineering))

PPMI_DL

Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial. The interpretation of the deep learning model to analyze the prediction results of 3D-images data.

SSVEP-BCI-OpenBCI

A Single-Channel Consumer-Grade EEG Device for Brain-Computer Interface: Enhancing Detection of SSVEP and Its Amplitude Modulation (IEEE Sensors Journal)

EEG-Datasets

A list of all public EEG-datasets

RA-CNN

RA-CNN Dataset (Small Moving Object Dataset For FMCW radar localization) (IEEE Transactions on Geoscience and Remote Sensing)

ApSense

Best-README-Template

An awesome README template to jumpstart your projects!

drowsiness-taskload

Task load for the paper "Ensemble Drowsiness Biomarkers for Office-basedWorkload with Mouse and Keyboard Data" presented for BMEiCON 2019.

ECG-vs-Noisy-PPG

data collected to analyse the noise propagation in PPG data to HRV features

heartrate_analysis_python

Python Heart Rate Analysis Package, for both PPG and ECG signals

KVIS-SciFair

ROBOTICS-FAIR

RRWaveNet

SAGAN-tensorflow2.0

Tensorflow-2.0 implementation of "Self-Attention Generative Adversarial Networks"

smarth