ziyujia

ziyujia's Stars

• pliang279/awesome-multimodal-ml

  Reading list for research topics in multimodal machine learning

  5.7k17815826

• meagmohit/EEG-Datasets

  A list of all public EEG-datasets

  2.1k9014497

• NeuroTechX/EEG-ExPy

  EEG Experiments in Python

  Language:Python41823106124

• raphaelvallat/yasa

  YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

  Language:Python40918108110

• ziyujia/MSTGCN

  Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.

  Language:Python55199

• ziyujia/HetEmotionNet

  Language:Python44136

• pquochuy/xsleepnet

  Language:Python43376

• xiyangcai/SleepPrintNet

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

  Language:Python23112

• zhouyh310/SleepHGNN

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

  Language:Python174

• xiyangcai/SEN-DAL

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

  Language:Python113

• 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.

  Language:MATLAB10121

• GaoxingZheng/UFA_toolbox

  U fiber analysis: a toolbox for automated quantification of U-fibers and white matter hyperintensities

  Language:MATLAB6100

• JulienYulinMa/MSTGCN

  Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.

  Language:Python50

• xiyangcai/BrainSleepNet

  BrainSleepNet: Learning Multivariate EEG Representation for Automatic Sleep Staging

  Language:Python4101

• xiyangcai/TS-SEN

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

  Language:Python4121

• shineonme56/Motor-Imagery-Papers

  A list of papers for motor imagery using machine learning/deep learning.

  3001

• wtz1/Physiological-Signal-Classification-Papers

  A list of papers for physiological signal classification using machine learning/deep learning.

  31

• AdityaDutt/Emotion-Recognition-Papers

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

  210

• HavenKey/high-gamma-dataset

  Language:Python20

• NaimahmedNesaragi/eeg-gcnn

  Code to reproduce results reported in the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

  Language:Python2100

• TJL2018GH/EEG-Attention-BiLSTM-GCN

  20

• UM-Tao/ADFCNN-MI

  Language:Python23

• gumowangfei/SalientSleepNet

  SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging

  Language:Python10

• hdbdjdbm/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.

  1

• shenghuo123/SalientSleepNet

  SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging

  Language:Python10

• Stella-zwx/GraphSleepNet

  GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification

  1

• twinkle0331/Grasp-and-lift-EEG-challenge

  Code and documentation for the winning sollution to the Grasp-and-Lift EEG Detection challenge

  Language:Python1100

• Vpredictor/SalientSleepNet

  SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging

  Language:Python1100

• wlwhc/SalientSleepNet

  SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging

  1

• YihanHu-2022/GraphSleepNet

  GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification

  Language:Python10