IoBT-VISTEC
The BRAIN lab concentrates on multiple (bio) sensory modality feedback and machine learning for complex sensory signal processing and integration.
Pinned Repositories
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)
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)
EEGWaveNet
source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Industrial Informatics)
MetaSleepLearner
Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatics)
MIN2Net
End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)
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))
Pre-trained-EEG-for-Deep-Learning
Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder (IEEE Access)
RA-CNN
RA-CNN Dataset (Small Moving Object Dataset For FMCW radar localization) (IEEE Transactions on Geoscience and Remote Sensing)
SleepPoseNet
Deep Learning Approach for UWB Applications (IEEE Journal of Biomedical and Health Informatics)
IoBT-VISTEC's Repositories
IoBT-VISTEC/MIN2Net
End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)
IoBT-VISTEC/Pre-trained-EEG-for-Deep-Learning
Universal Joint Feature Extraction for P300 EEG Classification Using Multi-Task Autoencoder (IEEE Access)
IoBT-VISTEC/EEGWaveNet
source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Industrial Informatics)
IoBT-VISTEC/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)
IoBT-VISTEC/MetaSleepLearner
Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatics)
IoBT-VISTEC/EEGANet
EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)
IoBT-VISTEC/EEG-Emotion-Recognition-INTERFACES-datasets
EEG Emotion Datasets (INTERFACES) from OpenBCI (IEEE Sensors Journal)
IoBT-VISTEC/SleepPoseNet
Deep Learning Approach for UWB Applications (IEEE Journal of Biomedical and Health Informatics)
IoBT-VISTEC/Deep-Learning-for-EEG-Based-Biometrics
Affective EEG-Based Person Identification Using the Deep Learning Approach (IEEE Transactions on Cognitive and Developmental Systems)
IoBT-VISTEC/Machine-Learning-for-BCI
CCA for SSVEP, DNN for SSVEP, ROS-BCI
IoBT-VISTEC/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)
IoBT-VISTEC/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))
IoBT-VISTEC/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.
IoBT-VISTEC/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)
IoBT-VISTEC/EEG-Datasets
A list of all public EEG-datasets
IoBT-VISTEC/RA-CNN
RA-CNN Dataset (Small Moving Object Dataset For FMCW radar localization) (IEEE Transactions on Geoscience and Remote Sensing)
IoBT-VISTEC/ApSense
IoBT-VISTEC/Best-README-Template
An awesome README template to jumpstart your projects!
IoBT-VISTEC/drowsiness-taskload
Task load for the paper "Ensemble Drowsiness Biomarkers for Office-basedWorkload with Mouse and Keyboard Data" presented for BMEiCON 2019.
IoBT-VISTEC/ECG-vs-Noisy-PPG
data collected to analyse the noise propagation in PPG data to HRV features
IoBT-VISTEC/EEG-MNet
IoBT-VISTEC/heartrate_analysis_python
Python Heart Rate Analysis Package, for both PPG and ECG signals
IoBT-VISTEC/KVIS-SciFair
IoBT-VISTEC/ROBOTICS-FAIR
IoBT-VISTEC/RRWaveNet
IoBT-VISTEC/SAGAN-tensorflow2.0
Tensorflow-2.0 implementation of "Self-Attention Generative Adversarial Networks"
IoBT-VISTEC/smarth