• Stars
    star
    68
  • Rank 457,643 (Top 10 %)
  • Language
  • Created over 3 years ago
  • Updated about 2 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

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

More Repositories

1

Physiological-Signal-Classification-Papers

A list of papers for physiological signal classification using machine learning/deep learning.
214
star
2

SST-EmotionNet

SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition
Python
110
star
3

GraphSleepNet

GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification
Python
108
star
4

Signal-feature-extraction_DE-and-PSD

Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.
Python
71
star
5

Motor-Imagery-Papers

A list of papers for motor imagery using machine learning/deep learning.
58
star
6

MSTGCN

Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.
Python
56
star
7

Emotion-Recognition-Papers

A list of papers for emotion recognition using machine learning/deep learning.
52
star
8

SalientSleepNet

SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging
Python
45
star
9

HetEmotionNet

Python
44
star
10

Chinese-Reading-Materials

A list of experts in the field of the brain-computer interface and biological signal processing in China
HTML
39
star
11

ECML-PKDD_MMCNN

MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification
Python
19
star
12

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.
MATLAB
10
star
13

ATTA

ATTA: Adaptive Test-Time Adaptation for Multi-Modal Sleep Stage Classification
Python
4
star
14

Simulation-System-Model

We realize many simulation system models to create coupled time series.
MATLAB
3
star
15

ziyujia.github.io

ZiyuJia's personal homepage
SCSS
3
star