Mathematical modeling of older people brain activity for real time estimation of their mental state during robot centered conversation based cognitive training

对老年人大脑活动进行数学建模，以便在以机器人为中心的对话认知训练期间实时估计他们的心理状态

• 批准号: 19K20746
• 负责人: Keshmiri Soheil
• 金额: $ 2.58万
• 依托单位: Advanced Telecommunications Research Institute International
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Early-Career Scientists
• 财政年份: 2019
• 资助国家: 日本
• 起止时间: 2019-04-01 至 2021-03-31
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/en/grant/KAKENHI-PROJECT-19K20746/
• 关键词: Cognitive Science; Affective Computing; Brain Activity; Entropy; Affective Neuroscience; Human-robot interaction; Brain-Machine Interface; EEG time series; fNIRS; Mental State; Mathematical Modeling; Brain activity; PFC quantification

项目成果

Robot-Touch Promotes Memory Sensitization

机器人触摸促进记忆敏化

• DOI: 10.3390/app11052271
• 发表时间: 2021
• 期刊: Applied Sciences
• 作者: Noguchi Y;Tachi T;Teramachi H.;藤田亘，土谷圭央，田中孝之，吉田道拓;Soheil Keshmiri
• 通讯作者: Soheil Keshmiri

Stress Changes the Resting-State Cortical Flow of Information from Distributed to Frontally Directed Patterns

• DOI: 10.3390/biology9080236
• 发表时间: 2020-08-01
• 期刊: BIOLOGY-BASEL
• 影响因子: 4.2
• 作者: Keshmiri, Soheil

Information Content of Prefrontal Cortex Activity Quantifies the Difficulty of Narrated Stories

前额叶皮层活动的信息内容量化了叙述故事的难度

• 发表时间: 2019
• 期刊: Scientific Reports
• 影响因子: 4.6
• 作者: Soheil Keshmiri;Hidenobu Sumioka;Ryuji Yamazaki;Masahiro Shiomi;and Hiroshi Ishiguro
• 通讯作者: and Hiroshi Ishiguro

Decoding the Perceived Difficulty of Communicated Contents by Older People: Toward Conversational Robot-Assistive Elderly Care

解码老年人对交流内容的感知困难：走向对话式机器人辅助养老

• DOI: 10.1109/lra.2019.2925732
• 发表时间: 2019
• 期刊: IEEE Robotics and Automation Letters
• 影响因子: 5.2
• 作者: Soheil Keshmiri;Hidenobu Sumioka;Ryuji Yamazaki;and Hiroshi Ishiguro
• 通讯作者: and Hiroshi Ishiguro

Multiscale Entropy Shows a Higher Specificity than Permutation Entropy for Quantification of the Cortical Activity in Response to Naturalistic Stimuli

多尺度熵在量化响应自然刺激的皮质活动方面表现出比排列熵更高的特异性

• 发表时间: 2020
• 作者: Soheil Keshmiri;Masahiro Shiomi;Hiroshi Ishiguro
• 通讯作者: Hiroshi Ishiguro