D‐Unet: A symmetric architecture of convolutional neural network with two auxiliary outputs for dementia recognition
Siying Li,
Pan Xia,
Yonggang Zou
et al.
Abstract:Dementia‐associated disorders cause damage to the brains of patients and bring huge burdens to individuals and families. Electroencephalogram (EEG) monitoring is friendly to patients on account of low cost, non‐invasion, and objective. Event‐related potential (ERP) is a component of EEG that has huge potential to evaluate the cognitive function of the brain. In this study, we recorded the ERP from patients with dementia and healthy people, then proposed an ERP‐based deep learning method to realize dementia rec… Show more
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