共 43 条
Visual tracking brain-computer interface
被引:4
作者:

Huang, Changxing
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机构:
Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China

Shi, Nanlin
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h-index: 0
机构:
Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China

Miao, Yining
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h-index: 0
机构:
Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China

Chen, Xiaogang
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h-index: 0
机构:
Chinese Acad Med Sci & Peking Union Med Coll, Inst Biomed Engn, Tianjin 300192, Peoples R China Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China

Wang, Yijun
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h-index: 0
机构:
Chinese Acad Sci, Inst Semicond, State Key Lab Integrated Optoelect, Beijing 100083, Peoples R China Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China

Gao, Xiaorong
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h-index: 0
机构:
Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China
机构:
[1] Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China
[2] Chinese Acad Med Sci & Peking Union Med Coll, Inst Biomed Engn, Tianjin 300192, Peoples R China
[3] Chinese Acad Sci, Inst Semicond, State Key Lab Integrated Optoelect, Beijing 100083, Peoples R China
来源:
基金:
中国国家自然科学基金;
关键词:
SSVEP-BCI;
CURSOR CONTROL;
EYE TRACKING;
SPEED;
PERFORMANCE;
FREQUENCY;
COMMUNICATION;
PROSTHESIS;
IMAGERY;
SYSTEM;
D O I:
10.1016/j.isci.2024.109376
中图分类号:
O [数理科学和化学];
P [天文学、地球科学];
Q [生物科学];
N [自然科学总论];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
Brain -computer interfaces (BCIs) offer a way to interact with computers without relying on physical movements. Non-invasive electroencephalography-based visual BCIs, known for efficient speed and calibration ease, face limitations in continuous tasks due to discrete stimulus design and decoding methods. To achieve continuous control, we implemented a novel spatial encoding stimulus paradigm and devised a corresponding projection method to enable continuous modulation of decoded velocity. Subsequently, we conducted experiments involving 17 participants and achieved Fitt's information transfer rate (ITR) of 0.55 bps for the fixed tracking task and 0.37 bps for the random tracking task. The proposed BCI with a high Fitt's ITR was then integrated into two applications, including painting and gaming. In conclusion, this study proposed a visual BCI based -control method to go beyond discrete commands, allowing natural continuous control based on neural activity.
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页数:15
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共 43 条
[1]
A hybrid ERD/SSVEP BCI for continuous simultaneous two dimensional cursor control
[J].
Allison, Brendan Z.
;
Brunner, Clemens
;
Altstaetter, Christof
;
Wagner, Isabella C.
;
Grissmann, Sebastian
;
Neuper, Christa
.
JOURNAL OF NEUROSCIENCE METHODS,
2012, 209 (02)
:299-307

Allison, Brendan Z.
论文数: 0 引用数: 0
h-index: 0
机构:
Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria
Univ Calif San Diego, Dept Cognit Sci, La Jolla, CA 92093 USA Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

论文数: 引用数:
h-index:
机构:

Altstaetter, Christof
论文数: 0 引用数: 0
h-index: 0
机构:
Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

Wagner, Isabella C.
论文数: 0 引用数: 0
h-index: 0
机构:
Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

Grissmann, Sebastian
论文数: 0 引用数: 0
h-index: 0
机构:
Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria
Graz Univ, Dept Psychol, A-8010 Graz, Austria Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria

Neuper, Christa
论文数: 0 引用数: 0
h-index: 0
机构:
Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria
Graz Univ, Dept Psychol, A-8010 Graz, Austria Graz Univ Technol, Inst Knowledge Discovery, A-8010 Graz, Austria
[2]
Speech synthesis from neural decoding of spoken sentences
[J].
Anumanchipalli, Gopala K.
;
Chartier, Josh
;
Chang, Edward F.
.
NATURE,
2019, 568 (7753)
:493-+

Anumanchipalli, Gopala K.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Neurol Surg, San Francisco, CA 94143 USA
Univ Calif San Francisco, Weill Inst Neurosci, San Francisco, CA 94143 USA Univ Calif San Francisco, Dept Neurol Surg, San Francisco, CA 94143 USA

Chartier, Josh
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Neurol Surg, San Francisco, CA 94143 USA
Univ Calif San Francisco, Weill Inst Neurosci, San Francisco, CA 94143 USA
Univ Calif Berkeley & Univ Calif San Francisco Jo, Berkeley, CA 94720 USA Univ Calif San Francisco, Dept Neurol Surg, San Francisco, CA 94143 USA

Chang, Edward F.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Neurol Surg, San Francisco, CA 94143 USA
Univ Calif San Francisco, Weill Inst Neurosci, San Francisco, CA 94143 USA
Univ Calif Berkeley & Univ Calif San Francisco Jo, Berkeley, CA 94720 USA Univ Calif San Francisco, Dept Neurol Surg, San Francisco, CA 94143 USA
[3]
A speed and direction-based cursor control system with P300 and SSVEP
[J].
Bi, Luzheng
;
Lian, Jinling
;
Jie, Ke
;
Lai, Ru
;
Liu, Yili
.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL,
2014, 14
:126-133

Bi, Luzheng
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Inst Technol, Sch Mech Engn, Beijing 100081, Peoples R China Beijing Inst Technol, Sch Mech Engn, Beijing 100081, Peoples R China

Lian, Jinling
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Inst Technol, Sch Mech Engn, Beijing 100081, Peoples R China Beijing Inst Technol, Sch Mech Engn, Beijing 100081, Peoples R China

Jie, Ke
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Inst Technol, Sch Mech Engn, Beijing 100081, Peoples R China Beijing Inst Technol, Sch Mech Engn, Beijing 100081, Peoples R China

Lai, Ru
论文数: 0 引用数: 0
h-index: 0
机构:
Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China Beijing Inst Technol, Sch Mech Engn, Beijing 100081, Peoples R China

Liu, Yili
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Ind & Operat Engn, Ann Arbor, MI 48109 USA Beijing Inst Technol, Sch Mech Engn, Beijing 100081, Peoples R China
[4]
A high-speed BCI based on code modulation VEP
[J].
Bin, Guangyu
;
Gao, Xiaorong
;
Wang, Yijun
;
Li, Yun
;
Hong, Bo
;
Gao, Shangkai
.
JOURNAL OF NEURAL ENGINEERING,
2011, 8 (02)

Bin, Guangyu
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China

Gao, Xiaorong
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China

Wang, Yijun
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China

Li, Yun
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China

Hong, Bo
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China

Gao, Shangkai
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China
[5]
VEP-Based Brain-Computer Interfaces: Time, Frequency, and Code Modulations
[J].
Bin, Guangyu
;
Gao, Xiaorong
;
Wang, Yijun
;
Hong, Bo
;
Gao, Shangkai
.
IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE,
2009, 4 (04)
:22-26

Bin, Guangyu
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Beijing 100084, Peoples R China Tsinghua Univ, Beijing 100084, Peoples R China

Gao, Xiaorong
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Beijing 100084, Peoples R China Tsinghua Univ, Beijing 100084, Peoples R China

Wang, Yijun
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Beijing 100084, Peoples R China Tsinghua Univ, Beijing 100084, Peoples R China

Hong, Bo
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Beijing 100084, Peoples R China Tsinghua Univ, Beijing 100084, Peoples R China

Gao, Shangkai
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Beijing 100084, Peoples R China Tsinghua Univ, Beijing 100084, Peoples R China
[6]
An online multi-channel SSVEP-based brain-computer interface using a canonical correlation analysis method
[J].
Bin, Guangyu
;
Gao, Xiaorong
;
Yan, Zheng
;
Hong, Bo
;
Gao, Shangkai
.
JOURNAL OF NEURAL ENGINEERING,
2009, 6 (04)

Bin, Guangyu
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China

Gao, Xiaorong
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China

Yan, Zheng
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China

Hong, Bo
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China

Gao, Shangkai
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China
[7]
Best practices in eye tracking research
[J].
Carter, Benjamin T.
;
Luke, Steven G.
.
INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY,
2020, 155
:49-62

Carter, Benjamin T.
论文数: 0 引用数: 0
h-index: 0
机构:
Brigham Young Univ, Provo, UT 84602 USA Brigham Young Univ, Provo, UT 84602 USA

Luke, Steven G.
论文数: 0 引用数: 0
h-index: 0
机构:
Brigham Young Univ, Provo, UT 84602 USA Brigham Young Univ, Provo, UT 84602 USA
[8]
A Spectrally-Dense Encoding Method for Designing a High-Speed SSVEP-BCI With 120 Stimuli
[J].
Chen, Xiaogang
;
Liu, Bingchuan
;
Wang, Yijun
;
Gao, Xiaorong
.
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING,
2022, 30
:2764-2772

Chen, Xiaogang
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci & Peking Union Med Coll, Inst Biomed Engn, Tianjin 300192, Peoples R China Chinese Acad Med Sci & Peking Union Med Coll, Inst Biomed Engn, Tianjin 300192, Peoples R China

Liu, Bingchuan
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China Chinese Acad Med Sci & Peking Union Med Coll, Inst Biomed Engn, Tianjin 300192, Peoples R China

Wang, Yijun
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Semicond, State Key Lab Integrated Optoelect, Beijing 100083, Peoples R China Chinese Acad Med Sci & Peking Union Med Coll, Inst Biomed Engn, Tianjin 300192, Peoples R China

Gao, Xiaorong
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China Chinese Acad Med Sci & Peking Union Med Coll, Inst Biomed Engn, Tianjin 300192, Peoples R China
[9]
Control of a 7-DOF Robotic Arm System With an SSVEP-Based BCI
[J].
Chen, Xiaogang
;
Zhao, Bing
;
Wang, Yijun
;
Xu, Shengpu
;
Gao, Xiaorong
.
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS,
2018, 28 (08)

Chen, Xiaogang
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Biomed Engn, Tianjin 300192, Peoples R China
Peking Union Med Coll, Tianjin 300192, Peoples R China Chinese Acad Med Sci, Inst Biomed Engn, Tianjin 300192, Peoples R China

Zhao, Bing
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Biomed Engn, Tianjin 300192, Peoples R China
Peking Union Med Coll, Tianjin 300192, Peoples R China Chinese Acad Med Sci, Inst Biomed Engn, Tianjin 300192, Peoples R China

Wang, Yijun
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Semicond, State Key Lab Integrated Optoelect, Beijing 100083, Peoples R China Chinese Acad Med Sci, Inst Biomed Engn, Tianjin 300192, Peoples R China

Xu, Shengpu
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Biomed Engn, Tianjin 300192, Peoples R China
Peking Union Med Coll, Tianjin 300192, Peoples R China Chinese Acad Med Sci, Inst Biomed Engn, Tianjin 300192, Peoples R China

Gao, Xiaorong
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China Chinese Acad Med Sci, Inst Biomed Engn, Tianjin 300192, Peoples R China
[10]
High-speed spelling with a noninvasive brain-computer interface
[J].
Chen, Xiaogang
;
Wang, Yijun
;
Nakanishi, Masaki
;
Gao, Xiaorong
;
Jung, Tzyy-Ping
;
Gao, Shangkai
.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA,
2015, 112 (44)
:E6058-E6067

Chen, Xiaogang
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China

Wang, Yijun
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Swartz Ctr Computat Neurosci, La Jolla, CA 92093 USA
Chinese Acad Sci, Inst Semicond, State Key Lab Integrated Optoelect, Beijing 100083, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China

Nakanishi, Masaki
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Swartz Ctr Computat Neurosci, La Jolla, CA 92093 USA Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China

Gao, Xiaorong
论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China

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论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Swartz Ctr Computat Neurosci, La Jolla, CA 92093 USA Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China

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论文数: 0 引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China Tsinghua Univ, Dept Biomed Engn, Beijing 100084, Peoples R China