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Physiological-Signal-Classification-Papers
A list of papers for physiological signal classification using machine learning/deep learning.SST-EmotionNet
SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion RecognitionGraphSleepNet
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage ClassificationSignal-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.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.Emotion-Recognition-Papers
A list of papers for emotion recognition using machine learning/deep learning.SalientSleepNet
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep StagingHetEmotionNet
ECML-PKDD_MMCNN
MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery ClassificationPMIME-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.ATTA
ATTA: Adaptive Test-Time Adaptation for Multi-Modal Sleep Stage ClassificationSimulation-System-Model
We realize many simulation system models to create coupled time series.ziyujia.github.io
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