Pinned Repositories
Emotion-Recognition-Papers
A list of papers for emotion recognition using machine learning/deep learning.
GraphSleepNet
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification
HetEmotionNet
Motor-Imagery-Papers
A list of papers for motor imagery using machine learning/deep learning.
MSTGCN
Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.
Physiological-Signal-Classification-Papers
A list of papers for physiological signal classification using machine learning/deep learning.
SalientSleepNet
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging
Signal-feature-extraction_DE-and-PSD
Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.
Sleep-Stages-Classification-Papers
A list of papers for sleep stages classification using machine learning/deep learning.
SST-EmotionNet
SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition
ziyujia's Repositories
ziyujia/Physiological-Signal-Classification-Papers
A list of papers for physiological signal classification using machine learning/deep learning.
ziyujia/GraphSleepNet
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification
ziyujia/SST-EmotionNet
SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition
ziyujia/Signal-feature-extraction_DE-and-PSD
Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.
ziyujia/Sleep-Stages-Classification-Papers
A list of papers for sleep stages classification using machine learning/deep learning.
ziyujia/Motor-Imagery-Papers
A list of papers for motor imagery using machine learning/deep learning.
ziyujia/MSTGCN
Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.
ziyujia/Emotion-Recognition-Papers
A list of papers for emotion recognition using machine learning/deep learning.
ziyujia/SalientSleepNet
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging
ziyujia/HetEmotionNet
ziyujia/Chinese-Reading-Materials
A list of experts in the field of the brain-computer interface and biological signal processing in China
ziyujia/ECML-PKDD_MMCNN
MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification
ziyujia/PMIME-and-TE
Partial conditional mutual information from mixed embedding for coupling estimation in multivariate time series. We also use transfer entropy to realize this method.
ziyujia/Simulation-System-Model
We realize many simulation system models to create coupled time series.
ziyujia/SleepKD
Official Code for Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG (IJCAI 2023)
ziyujia/ziyujia.github.io
ZiyuJia's personal homepage
ziyujia/TRENTOOL3
Open-Source MATLAB toolbox for transfer entropy estimation
ziyujia/ADFCNN-MI
ziyujia/BrainSleepNet
BrainSleepNet: Learning Multivariate EEG Representation for Automatic Sleep Staging
ziyujia/clusterdata
cluster data collected from production clusters in Alibaba for cluster management research
ziyujia/EmotionKD
ziyujia/fast-autoaugment
Official Implementation of 'Fast AutoAugment' in PyTorch.
ziyujia/SEN-DAL
Multi-modal Physiological Signals based Squeeze-and-Excitation Network with Domain Adversarial Learning for Sleep Staging
ziyujia/SleepHGNN
This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Graph Neural Network
ziyujia/SleepPrintNet
SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging
ziyujia/TS-SEN
Two-Stream Squeeze-and-Excitation Network for Multi-modal Sleep Staging