Yue Li's repositories
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.
UNetPlusPlus
[IEEE TMI] Official Implementation for UNet++
multimodal-decoding
Code associated with the paper titled "A high-performance neuroprosthesis for speech decoding and avatar control" , published in Nature in 2023.
Supervoxel-for-3D-point-clouds
A no dependency, header-only, license free, fast supervoxel segmentation library for 3D point clouds
Deep-Learning-for-BCI
Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications
EEG-Transformer
A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification
MHF-net
Code of Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net
Multispectral-Pedestrian-Detection-Resource
A list of resouces for multispectral pedestrian detection,including the datasets, methods, annotations and tools.
stereoEEG2speech
Code for a seq2seq architecture with Bahdanau attention designed to map stereotactic EEG data from human brains to spectrograms, using the PyTorch Lightning.
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
pyVHR
Python framework for Virtual Heart Rate
stock_predict_with_LSTM
Predict stock with LSTM supporting pytorch, keras and tensorflow
DAGAN
DAGAN: Data Augmentation Generative Adversarial Networks
Blood-pressure-regression
This project uses PPG measurements to estimate blood pressure.
ppg2ecg-pytorch
The official implementation of the paper "Reconstructing QRS Complex from PPG by Transformed Attentional Neural Networks"
graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
Heartbeat-Classification
Classify ECG signals into predefined categories based on heartbeat abnormality by transforming time series to images
rPPG-1
remote heart rate detection / photoplethysmography software
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。
Deep-rPPG
Deep learning (neural network) based remote photoplethysmography: how to extract pulse signal from video using deep learning tools
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
Heart-rate-measurement-using-camera
real time application to measure heart rate
estimateBP
An implementation of 'Continuous Systolic and Diastolic Blood Pressure Estimation Utilizing Long Short-term Memory Network' (Frank P.-W. et al.) paper
time-series-classification
time series classification from scratch with deep neural networks (WIP)