ziyujia Goto Github PK

adfcnn-mi

brainsleepnet

BrainSleepNet: Learning Multivariate EEG Representation for Automatic Sleep Staging

chinese-reading-materials

A list of experts in the field of the brain-computer interface and biological signal processing in China

clusterdata

cluster data collected from production clusters in Alibaba for cluster management research

ecml-pkdd_mmcnn

MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification

emotion-recognition-papers

A list of papers for emotion recognition using machine learning/deep learning.

emotionkd

fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

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.

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.

salientsleepnet

SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging

sen-dal

Multi-modal Physiological Signals based Squeeze-and-Excitation Network with Domain Adversarial Learning for Sleep Staging

signal-feature-extraction_de-and-psd

Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.

simulation-system-model

We realize many simulation system models to create coupled time series.

sleep-stages-classification-papers

A list of papers for sleep stages classification using machine learning/deep learning.

sleephgnn

This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Graph Neural Network

sleepkd

Official Code for Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG (IJCAI 2023)

sleepprintnet

SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging

sst-emotionnet

SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition

trentool3

Open-Source MATLAB toolbox for transfer entropy estimation

ts-sen

Two-Stream Squeeze-and-Excitation Network for Multi-modal Sleep Staging

ziyujia.github.io

ZiyuJia's personal homepage