Yue Li's repositories
Blood-pressure-regression
This project uses PPG measurements to estimate blood pressure.
Blood_Pressure-Prediction-by-Pulse_Wave_transit_time
Blood Pressure prediction based on Heart Rate & Pulse Wave Transit Time (GraduationProject)
BloodPressure_PPG_ML
Repository from final conclusion work of Computer Engineering. Estimation of Systolic and Diastolic Blood Pressure Using PPG and ECG Signals and Machine Learning Algorithms
brainmagick
Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding speech perception from non-invasive brain recordings" published in Nature Machine Intelligence, 2023.
DAGAN
DAGAN: Data Augmentation Generative Adversarial Networks
Deep-Learning-for-BCI
Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications
Deep-rPPG
Deep learning (neural network) based remote photoplethysmography: how to extract pulse signal from video using deep learning tools
EEG-Transformer
A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification
estimateBP
An implementation of 'Continuous Systolic and Diastolic Blood Pressure Estimation Utilizing Long Short-term Memory Network' (Frank P.-W. et al.) paper
Fatigue-Driven-Detection-Based-on-CNN
本科毕设内容：基于卷积神经网络的疲劳驾驶检测。
graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
Heart-rate-measurement-using-camera
real time application to measure heart rate
Heartbeat-Classification
Classify ECG signals into predefined categories based on heartbeat abnormality by transforming time series to images
MHF-net
Code of Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net
multimodal-decoding
Code associated with the paper titled "A high-performance neuroprosthesis for speech decoding and avatar control" , published in Nature in 2023.
Multispectral-Pedestrian-Detection-Resource
A list of resouces for multispectral pedestrian detection,including the datasets, methods, annotations and tools.
ppg2ecg-pytorch
The official implementation of the paper "Reconstructing QRS Complex from PPG by Transformed Attentional Neural Networks"
pyVHR
Python framework for Virtual Heart Rate
rPPG-1
remote heart rate detection / photoplethysmography software
sound-source-localization-algorithm_DOA_estimation
关于语音信号声源定位DOA估计所用的一些传统算法
stereoEEG2speech
Code for a seq2seq architecture with Bahdanau attention designed to map stereotactic EEG data from human brains to spectrograms, using the PyTorch Lightning.
stock_predict_with_LSTM
Predict stock with LSTM supporting pytorch, keras and tensorflow
Supervoxel-for-3D-point-clouds
A no dependency, header-only, license free, fast supervoxel segmentation library for 3D point clouds
time-series-classification
time series classification from scratch with deep neural networks (WIP)
UNetPlusPlus
[IEEE TMI] Official Implementation for UNet++