当前位置: 首页 > 详情页

Design and Test of Spatial Cognitive Training and Evaluation System Based on Virtual Reality Head-Mounted Display With EEG Recording

文献详情

资源类型:
WOS体系:

收录情况: ◇ SCIE

机构: [1]Univ Science & Technol Beijing, Sch Intelligence Sci & Technol, Key Lab Percept & Control Intelligent Bion Unmanne, Minist Educ, Beijing 100083, Peoples R China [2]Yanshan Univ, Sch Informat Sci & Engn, Key Lab Comp Virtual Technol & Syst Integrat Hebei, Qinhuangdao 066004, Hebei, Peoples R China [3]Hebei Normal Univ Sci & Technol, Sch Math & Informat Sci & Technol, Qinhuangdao 066004, Hebei, Peoples R China [4]Capital Med Univ, Xuanwu Hosp, Dept Neurol, Beijing 100053, Peoples R China [5]Chengde Med Univ, Hebei Key Lab Nerve Injury & Repair, Chengde 067000, Hebei, Peoples R China [6]Qilu Univ Technol, Shandong Acad Sci, Sch Optoelect Engn Int, Jinan 250353, Shandong, Peoples R China [7]First Hosp Qinhuangdao, Dept Neurol, Qinhuangdao 066000, Hebei, Peoples R China [8]Univ Calif San Diego, Swartz Ctr Computat Neurosci, San Diego, CA 92093 USA
出处:
ISSN:

关键词: EEG spatial cognition training and evalu-ation system virtual reality head-mounted display

摘要:
The field of spatial cognitive training and evaluation has rapidly evolved. However, the low learning motivation and engagement of the subjects hinder the widespread use of spatial cognitive training. This study designed a home-based spatial cognitive training and evaluation system (SCTES), which aimed to train subjects on spatial cognitive tasks for 20 days, and compared the brain activities before and after the training. This study also evaluated the feasibility of using a portable all-in-one prototype for cognitive training that combined a virtual reality (VR) head-mounted display with high-quality electroencephalogram (EEG) recording. During the course of training, the length of the navigation path and the distance between the starting position and the platform position revealed significant behavioral differences. In the testing sessions, the subjects showed significant behavioral differences in the time it took to complete the test task before and after training. After only four days of training, the subjects demonstrated significant differences in the Granger causality analysis (GCA) characteristics of brain regions in the delta ,theta, alpha(1), beta(2), and gamma frequency bands of the EEG, as well as significant differences in the GCA of the EEG in the beta(1), beta(2), and gamma frequency bands between the two test sessions. The proposed SCTES used a compact and all-in-one form factor to train and evaluate spatial cognition and collect EEG signals and behavioral data simultaneously. The recorded EEG data can be used to quantitatively assess the efficacy of spatial training in patients with spatial cognitive impairments.

基金:

基金编号: 62276022 62206014 61876165 61503326 2021YFF1200603

语种:
被引次数:
WOS:
PubmedID:
中科院(CAS)分区:
出版当年[2022]版:
大类 | 2 区 工程技术
小类 | 2 区 康复医学 2 区 工程:生物医学
最新[2023]版:
大类 | 2 区 医学
小类 | 1 区 康复医学 2 区 工程:生物医学
JCR分区:
出版当年[2021]版:
Q1 REHABILITATION Q2 ENGINEERING, BIOMEDICAL
最新[2023]版:
Q1 REHABILITATION Q2 ENGINEERING, BIOMEDICAL

影响因子: 最新[2023版] 最新五年平均 出版当年[2021版] 出版当年五年平均 出版前一年[2020版] 出版后一年[2022版]

第一作者:
第一作者机构: [1]Univ Science & Technol Beijing, Sch Intelligence Sci & Technol, Key Lab Percept & Control Intelligent Bion Unmanne, Minist Educ, Beijing 100083, Peoples R China
通讯作者:
推荐引用方式(GB/T 7714):
APA:
MLA:

资源点击量:16461 今日访问量:0 总访问量:871 更新日期:2025-01-01 建议使用谷歌、火狐浏览器 常见问题

版权所有©2020 首都医科大学宣武医院 技术支持:重庆聚合科技有限公司 地址:北京市西城区长椿街45号宣武医院