A brain-computer interface that evokes tactile sensations improves robotic arm control

被引:213
|
作者
Flesher, Sharlene N. [1 ,2 ,3 ]
Downey, John E. [1 ,2 ,3 ,4 ]
Weiss, Jeffrey M. [1 ,5 ]
Hughes, Christopher L. [1 ,2 ,3 ]
Herrera, Angelica J. [1 ,2 ,3 ]
Tyler-Kabara, Elizabeth C. [6 ]
Boninger, Michael L. [1 ,2 ,5 ,7 ,8 ]
Collinger, Jennifer L. [1 ,2 ,3 ,5 ,8 ]
Gaunt, Robert A. [1 ,2 ,3 ,5 ]
机构
[1] Univ Pittsburgh, Rehab Neural Engn Labs, Pittsburgh, PA 15260 USA
[2] Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15260 USA
[3] Ctr Neural Basis Cognit, Pittsburgh, PA 15260 USA
[4] Univ Chicago, Dept Organismal Biol, Chicago, IL 60637 USA
[5] Univ Pittsburgh, Dept Phys Med & Rehabil, Pittsburgh, PA 15260 USA
[6] Univ Texas Austin, Dept Neurosurg, Austin, TX 78712 USA
[7] Univ Pittsburgh, McGowan Inst Regenerat Med, Pittsburgh, PA USA
[8] VA Ctr Excellence, Dept Vet Affairs, Pittsburgh, PA 15260 USA
关键词
CORTICAL CONTROL; MOTOR; PERFORMANCE; REPRESENTATION; RESTORATION; STIMULATION; TETRAPLEGIA; EXPERIENCE; PRIORITIES;
D O I
10.1126/science.abd0380
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
Prosthetic arms controlled by a brain-computer interface can enable people with tetraplegia to perform functional movements. However, vision provides limited feedback because information about grasping objects is best relayed through tactile feedback. We supplemented vision with tactile percepts evoked using a bidirectional brain-computer interface that records neural activity from the motor cortex and generates tactile sensations through intracortical microstimulation of the somatosensory cortex. This enabled a person with tetraplegia to substantially improve performance with a robotic limb; trial times on a clinical upper-limb assessment were reduced by half, from a median time of 20.9 to 10.2 seconds. Faster times were primarily due to less time spent attempting to grasp objects, revealing that mimicking known biological control principles results in task performance that is closer to able-bodied human abilities.
引用
收藏
页码:831 / +
页数:24
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