INTERFACES

MIN2Net. End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)

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

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

Pre-trained-EEG-for-Deep-Learning. Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder (IEEE Access)

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)

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)

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.

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))

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)

ApSense. ApSense: Data-driven Algorithm in PPG-based Sleep Apnea Sensing

RRWaveNet. A Compact End-to-End Multiscale Residual CNN for Robust PPG Respiratory Rate Estimation

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

orp-spectralslope. Python