Electroencephalogram signals emotion recognition based on convolutional neural network-recurrent neural network framework with channel-temporal attention mechanism for older adults

Electroencephalogram signals emotion recognition based on convolutional neural network-recurrent neural network framework with channel-temporal attention mechanism for older adults

Reminiscence and conversation between older adults and younger volunteers using past photographs are very effective in improving the emotional state of older adults and alleviating depression. However, we need to evaluate the emotional state of the older adult while conversing on the past photograph...

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Bibliographic Details
Main Authors:	Lei Jiang, Panote Siriaraya, Dongeun Choi, Fangmeng Zeng, Noriaki Kuwahara
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-09-01
Series:	Frontiers in Aging Neuroscience
Subjects:	electroencephalogram (EEG) emotion recognition channel-temporal attention CNN-RNN older adults
Online Access:	https://www.frontiersin.org/articles/10.3389/fnagi.2022.945024/full

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