脑机接口技术的神经康复与新型应用

被引:23
作者
明东 [1 ,2 ]
安兴伟 [1 ]
王仲朋 [2 ]
万柏坤 [1 ,2 ]
机构
[1] 天津大学医学工程与转化医学研究院
[2] 天津大学精密仪器与光电子工程学院
基金
天津市科技支撑计划;
关键词
脑机接口; 人工智能; 神经康复; 新型应用;
D O I
暂无
中图分类号
R318 [生物医学工程]; TP18 [人工智能理论];
学科分类号
100103 [病原生物学]; 140502 [人工智能];
摘要
脑机接口(BCI)是脑认知神经科学与工程技术的一种新型人机信息交互方式,可无需依赖常规外周神经肌肉便能实现人意念思维与外界环境和设备的信息交互及操作控制,使"思想"直接变成"行动",现已成为大脑认知机制解密、智能人机交互开发的全新"窗口",也是未来人-机交互式混合智能发展的核心。本文综述了脑机接口在助力人工智能的科技背景、研究现状、应用领域及未来发展趋势。
引用
收藏
页码:31 / 37
页数:7
相关论文
共 15 条
[1]
China Brain Project: Basic Neuroscience, Brain Diseases, and Brain-Inspired Computing [J].
Poo, Mu-ming ;
Du, Jiu-lin ;
Ip, Nancy Y. ;
Xiong, Zhi-Qi ;
Xu, Bo ;
Tan, Tieniu .
NEURON, 2016, 92 (03) :591-596
[2]
P300-based brain-computer interface (BCI) event-related potentials (ERPs): People with amyotrophic lateral sclerosis (ALS) vs. age-matched controls [J].
McCane, Lynn M. ;
Heckman, Susan M. ;
McFarland, Dennis J. ;
Townsend, George ;
Mak, Joseph N. ;
Sellers, Eric W. ;
Zeitlin, Debra ;
Tenteromano, Laura M. ;
Wolpaw, Jonathan R. ;
Vaughan, Theresa M. .
CLINICAL NEUROPHYSIOLOGY, 2015, 126 (11) :2124-2131
[3]
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.2015, 44
[4]
Transcranial Direct Current Stimulation of the Leg Motor Cortex Enhances Coordinated Motor Output During Walking With a Large Inter-Individual Variability [J].
van Asseldonk, Edwin H. F. ;
Boonstra, Tjitske A. .
BRAIN STIMULATION, 2016, 9 (02) :182-190
[5]
Long-Term Independent Brain-Computer Interface Home Use Improves Quality of Life of a Patient in the Locked-In State: A Case Study.[J].Elisa Mira Holz;Loic Botrel;Tobias Kaufmann;Andrea Kübler.Archives of Physical Medicine and Rehabilitation.2015, 3S
[6]
Increasing BCI communication rates with dynamic stopping towards more practical use: an ALS study [J].
Mainsah, B. O. ;
Collins, L. M. ;
Colwell, K. A. ;
Sellers, E. W. ;
Ryan, D. B. ;
Caves, K. ;
Throckmorton, C. S. .
JOURNAL OF NEURAL ENGINEERING, 2015, 12 (01)
[7]
Motor imagery-induced EEG patterns in individuals with spinal cord injury and their impact on brain–computer interface accuracy.[J].G R Müller-Putz;I Daly;V Kaiser.Journal of Neural Engineering.2014, 3
[8]
Integrating dynamic stopping, transfer learning and language models in an adaptive zero-training ERP speller [J].
Kindermans, Pieter-Jan ;
Tangermann, Michael ;
Mueller, Klaus-Robert ;
Schrauwen, Benjamin .
JOURNAL OF NEURAL ENGINEERING, 2014, 11 (03)
[9]
Papers from the Fifth International Brain–Computer Interface Meeting.[J].Jane E Huggins;Jonathan R Wolpaw.Journal of Neural Engineering.2014, 3
[10]
TMS and tDCS in post-stroke aphasia: Integrating novel treatment approaches with mechanisms of plasticity [J].
Torres, Jose ;
Drebing, Daniel ;
Hamilton, Roy .
RESTORATIVE NEUROLOGY AND NEUROSCIENCE, 2013, 31 (04) :501-515