Cortical neural prosthesis performance improves when eye position is monitored

被引:21
作者
Batista, Aaron P. [1 ]
Yu, Byron M. [1 ]
Santhanam, Gopal [1 ]
Ryu, Stephen I. [1 ]
Afshar, Afsheen [1 ,2 ]
Shenoy, Krishna V. [1 ,3 ]
机构
[1] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
[2] Stanford Univ, Med Scientists Training Program, Stanford, CA 94305 USA
[3] Stanford Univ, Neurosci Program, Sch Med, Stanford, CA 94305 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
brain-machine interface; monkey; multielectrode; neural prosthetics; premotor cortex;
D O I
10.1109/TNSRE.2007.906958
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Neural prostheses that extract signals directly from cortical neurons have recently become feasible as assistive technologies for tetraplegic individuals. Significant effort toward improving the performance of these systems is now warranted. A simple technique that can improve prosthesis performance is to account for the direction of gaze in the operation of the prosthesis. This proposal stems from recent discoveries that the direction of gaze influences neural activity in several areas that are commonly targeted for electrode implantation in neural prosthetics. Here, we first demonstrate that neural prosthesis performance does improve when eye position is taken into account. We then show that eye position can be estimated directly from neural activity, and thus performance gains can be realized even without a device that tracks eye position.
引用
收藏
页码:24 / 31
页数:8
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