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A comprehensive framework for decoding salty taste information from electroencephalography signals:distinguishing brain reactions to saltiness of comparable intensity

摘要The perception of salty taste is crucial for individuals to make healthy food choices.Yet,the brain electrophysiological signals underlying salty taste perception have been poorly described.In this study,electroencephalography(EEG)was used to record brain activity induced by NaCl solution as a salty taste stimulus.A combination of a custom delivery device and stimulation paradigm was employed to preserve the salty taste signal clearly.A stimulus-response capture method was proposed that could adapt to individual differences in brain responses to salty taste and accurately segment salty taste response signals.Applying this method to the EEG processing workflow can form a complete data processing framework.The results showed that the neural response induced by salty taste reached a high activity level in the initial stage within a short period(0.2 s),and there was a sustained periodic response within 0.75 s after the stimulation.Moreover,the salty taste information in the EEG signal was decoded,and discrimination of 2 similar concentrations of salty taste solutions was achieved far above the chance level(average identification rate:89.66%).This study demonstrated experimental paradigms and research methods for understanding salty taste perception,which could provide references for research on other basic tastes.

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作者 Jingjing Liu [1] Yifei Xu [1] Xingwang Lian [1] Tianming Liu [2] Haohao Ning [1] Xi Jiang [3] Shixin Yu [1] Shikun Liu [1] Lu Huang [1] Xiaojun Sun [1] Jiangyong Li [1] Dongfu Xu [1] 学术成果认领
作者单位 School of Automation Engineering,Northeast Electric Power University,Jilin 132012,China [1] Department of Computer Science,the University of Georgia,Athens 30602,USA [2] School of Life Science and Technology,University of Electronic Science and Technology of China,Chengdu 611731,China [3]
DOI 10.26599/FSHW.2024.9250099
发布时间 2025-04-08(万方平台首次上网日期,不代表论文的发表时间)
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食品科学与人类健康(英文)

食品科学与人类健康(英文)

2025年14卷4期

1538-1545页

SCIMEDLINEISTICCSCDCA

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