ON A GAMIFIED BRAIN-COMPUTER INTERFACE FOR COGNITIVE TRAINING OF SPATIAL WORKING MEMORY

被引:0
|
作者
Liu, Ziming [1 ]
Bryan, Jonathan [1 ]
Borkoski, Robert [1 ]
Yuan, Fengpei [1 ]
Li, Yansong [2 ]
Zhao, Xiaopeng [1 ]
机构
[1] Univ Tennessee, Dept Mech Aerosp & Biomed Engn, Knoxville, TN 37996 USA
[2] Univ Calif San Diego, Jacobs Sch Engn, San Diego, CA 92093 USA
关键词
cognitive training; gamification; brain-computer interface; spatial working memory; EEG BIOFEEDBACK; ATTENTION-DEFICIT; CHILDREN; SYMPTOMS; DEMENTIA; DISORDER;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the United States, there are a large number of people suffering from memory and attention deficit problems. For example, patients with attention-deficit hyperactivity disorder (ADHD) and dementia have difficulties in performing activities of daily living and have a low quality of life. Currently, there exist no effective treatment for these memory and attention issues in specific cognitive impairments. In this paper, we developed a gamified platform of brain-computer interface (BCI) for cognitive training, which can engage users in the training and provide users qualitative and quantitative feedback for their training of spatial working memory. The user is able to control the movement of a drone using motor imager, which is imagined movement of body part. Sensorimotor rhythms of the user are calculated using the user's EEG to drive the movement of the drone. Twenty normal healthy subjects were recruited to test the user experience. Our system showed the capability of engaging users, good robustness, user acceptability and usability. Therefore, we think our platform might be an alternative to provide more accessible, engaging, and effective cognitive training for people with memory and attention problems. In future, we will test the usability and effectiveness of the system for cognitive training in patients with ADHD and dementia.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Sleep spindles are locally modulated by training on a brain-computer interface
    Johnson, Lise A.
    Blakely, Tim
    Hermes, Dora
    Hakimian, Shahin
    Ramsey, Nick F.
    Ojemann, Jeffrey G.
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (45) : 18583 - 18588
  • [22] Dependence of Brain-Computer Interface Control Training on Personality Traits
    Bobrova, E. V.
    Reshetnikova, V. V.
    Vershinina, E. A.
    Grishin, A. A.
    Isaev, M. R.
    Bobrov, P. D.
    Gerasimenko, Yu. P.
    DOKLADY BIOCHEMISTRY AND BIOPHYSICS, 2022, 507 (01) : 273 - 277
  • [23] A Cognitive Brain-Computer Interface for Patients with Amyotrophic Lateral Sclerosis
    Hohmann, Matthias R.
    Fomina, Tatiana
    Jayaram, Vinay
    Widmann, Natalie
    Foerster, Christian
    vom Hagen, Jennifer Mueller
    Synofzik, Matthis
    Schoelkopf, Bernhard
    Schoels, Ludger
    Grosse-Wentrup, Moritz
    2015 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2015): BIG DATA ANALYTICS FOR HUMAN-CENTRIC SYSTEMS, 2015, : 3187 - 3191
  • [24] Parameter study for improving training quality in brain-computer interface
    Angevin, RR
    Berdonés, CG
    Estrella, ARLYAD
    PROCEEDINGS OF THE SECOND IASTED INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING, 2004, : 448 - 453
  • [25] Visual spatial attention control in an independent brain-computer interface
    Kelly, SP
    Lalor, EC
    Finucane, C
    McDarby, G
    Reilly, RB
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2005, 52 (09) : 1588 - 1596
  • [26] Brain-computer interface using fMRI: spatial navigation by thoughts
    Yoo, SS
    Fairneny, T
    Chen, NK
    Choo, SE
    Panych, LP
    Park, HW
    Lee, SY
    Jolesz, FA
    NEUROREPORT, 2004, 15 (10) : 1591 - 1595
  • [27] The brain-computer interface cycle
    van Gerven, Marcel
    Farquhar, Jason
    Schaefer, Rebecca
    Vlek, Rutger
    Geuze, Jeroen
    Nijholt, Anton
    Ramsey, Nick
    Haselager, Pim
    Vuurpijl, Louis
    Gielen, Stan
    Desain, Peter
    JOURNAL OF NEURAL ENGINEERING, 2009, 6 (04)
  • [28] Constructing a Brain-Computer Interface
    Dolezal, J.
    Cerny, V.
    St'astny, J.
    2011 INTERNATIONAL CONFERENCE ON APPLIED ELECTRONICS (AE), 2011,
  • [29] Brain-computer interface in paralysis
    Birbaumer, Niels
    Murguialday, Ander Ramos
    Cohen, Leonardo
    CURRENT OPINION IN NEUROLOGY, 2008, 21 (06) : 634 - 638
  • [30] Illiteracy of Brain-Computer Interface
    Chung, Beom Sun
    JOURNAL OF KOREAN MEDICAL SCIENCE, 2019, 34 (43)