Assistive technology and robotic control using motor cortex ensemble-based neural interface systems in humans with tetraplegia

被引:125
作者
Donoghue, John P. [1 ]
Nurmikko, Arto [1 ]
Black, Michael [1 ]
Hochberg, Leigh R. [1 ]
机构
[1] Brown Univ, Dept Comp Sci, Dept Neurosci, Div Engn, Providence, RI 02912 USA
来源
JOURNAL OF PHYSIOLOGY-LONDON | 2007年 / 579卷 / 03期
关键词
D O I
10.1113/jphysiol.2006.127209
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
This review describes the rationale, early stage development, and initial human application of neural interface systems (NISs) for humans with paralysis. NISs are emerging medical devices designed to allow persons with paralysis to operate assistive technologies or to reanimate muscles based upon a command signal that is obtained directly from the brain. Such systems require the development of sensors to detect brain signals, decoders to transform neural activity signals into a useful command, and an interface for the user. We review initial pilot trial results of an NIS that is based on an intracortical microelectrode sensor that derives control signals from the motor cortex. We review recent findings showing, first, that neurons engaged by movement intentions persist in motor cortex years after injury or disease to the motor system, and second, that signals derived from motor cortex can be used by persons with paralysis to operate a range of devices. We suggest that, with further development, this form of NIS holds promise as a useful new neurotechnology for those with limited motor function or communication. We also discuss the additional potential for neural sensors to be used in the diagnosis and management of various neurological conditions and as a new way to learn about human brain function.
引用
收藏
页码:603 / 611
页数:9
相关论文
共 42 条
[11]   Repeated voltage biasing improves unit recordings by reducing resistive tissue impedances [J].
Johnson, MD ;
Otto, KJ ;
Kipke, DR .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2005, 13 (02) :160-165
[12]   CEREBRAL CORTICAL MECHANISMS OF REACHING MOVEMENTS [J].
KALASKA, JF ;
CRAMMOND, DJ .
SCIENCE, 1992, 255 (5051) :1517-1523
[13]   Comparison of recordings from microelectrode arrays and single electrodes in the visual cortex [J].
Kelly, Ryan C. ;
Smith, Matthew A. ;
Samonds, Jason M. ;
Kohn, Adam ;
Bonds, A. B. ;
Movshon, J. Anthony ;
Lee, Tai Sing .
JOURNAL OF NEUROSCIENCE, 2007, 27 (02) :261-264
[14]  
KIM S, 2006, SOC NEUR ABS
[15]  
KIRK J, 2001, MACHINES OUR HEARTS, P387
[16]   Test-retest consistency of the event-related desynchronization/event-related synchronization of the 4-6, 6-8, 8-10 and 10-12 Hz frequency bands during a memory task [J].
Krause, CM ;
Sillanmäki, L ;
Häggqvist, A ;
Heino, R .
CLINICAL NEUROPHYSIOLOGY, 2001, 112 (05) :750-757
[17]   A comparison of classification techniques for the P300 Speller [J].
Krusienski, Dean J. ;
Sellers, Eric W. ;
Cabestaing, Francois ;
Bayoudh, Sabri ;
McFarland, Dennis J. ;
Vaughan, Theresa M. ;
Wolpaw, Jonathan R. .
JOURNAL OF NEURAL ENGINEERING, 2006, 3 (04) :299-305
[18]   Biomechanical analysis of silicon microelectrode-induced strain in the brain [J].
Lee, Hyunjung ;
Bellamkonda, Ravi V. ;
Sun, Wei ;
Levenston, Marc E. .
JOURNAL OF NEURAL ENGINEERING, 2005, 2 (04) :81-89
[19]   The emerging world of motor neuroprosthetics: A neurosurgical perspective [J].
Leuthardt, Eric C. ;
Schalk, Gerwin ;
Moran, Daniel ;
Ojemann, Jeffrey G. .
NEUROSURGERY, 2006, 59 (01) :1-13
[20]  
Maynard EM, 1999, J NEUROSCI, V19, P8083