The Utah Intracortical Electrode Array: A recording structure for potential brain-computer interfaces

被引:424
作者
Maynard, EM [1 ]
Nordhausen, CT [1 ]
Normann, RA [1 ]
机构
[1] UNIV UTAH,JOHN MORAN LABS APPL VIS & NEURAL SCI,SALT LAKE CITY,UT 84112
来源
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY | 1997年 / 102卷 / 03期
基金
美国国家科学基金会;
关键词
microelectrodes; multi-unit activity; brain-computer interfaces;
D O I
10.1016/S0013-4694(96)95176-0
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We investigated the potential of the Utah Intracortical Electrode Array (UIEA) to provide signals for a brain-computer interface (BCI). The UIEA records from small populations of neurons which have an average signal-to-noise ratio (SNR) of 6:1. We provide specific examples that show the activities of these populations of neurons contain sufficient information to perform control tasks. Results from a simple stimulus detection task using these signals as inputs confirm that the number of neurons present in a recording is significant in determining task performance. Increasing the number of units in a recording decreases the sensitivity of the response to the stimulus: decreasing the number of units in the recording, however, increases the variability of the response to the stimulus. We conclude that recordings from small populations of neurons, not single units, provide a reliable source of sufficiently stimulus selective signals which should be suitable for a BCI. In addition, the potential for simultaneous and proportional control of a large number of external devices may be realized through the ability of an array of microelectrodes such as the UIEA to record both spatial and temporal patterns of neuronal activation. (C) 1997 Elsevier Science Ireland Ltd.
引用
收藏
页码:228 / 239
页数:12
相关论文
共 37 条
[1]   RECENT DEVELOPMENTS IN STUDY OF COLUMNAR ARRANGEMENT OF NEURONS WITHIN MOTOR CORTEX [J].
ASANUMA, H .
PHYSIOLOGICAL REVIEWS, 1975, 55 (02) :143-156
[2]   OPTIMAL DETECTION, CLASSIFICATION, AND SUPERPOSITION RESOLUTION IN NEURAL WAVE-FORM RECORDINGS [J].
BANKMAN, IN ;
JOHNSON, KO ;
SCHNEIDER, W .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1993, 40 (08) :836-841
[3]   NUMBER OF NEURONS IN INDIVIDUAL LAMINAE OF AREA-3B, AREA-4-GAMMA, AND AREA-6A-ALPHA OF THE CAT CEREBRAL-CORTEX - A COMPARISON WITH MAJOR VISUAL AREAS [J].
BEAULIEU, C ;
COLONNIER, M .
JOURNAL OF COMPARATIVE NEUROLOGY, 1989, 279 (02) :228-234
[4]  
CRAGG BG, 1967, J ANAT, V101, P639
[5]  
DEAN AF, 1981, EXP BRAIN RES, V44, P437
[6]  
DUYSENS J, 1982, EXP BRAIN RES, V5, P285
[7]   TALKING OFF THE TOP OF YOUR HEAD - TOWARD A MENTAL PROSTHESIS UTILIZING EVENT-RELATED BRAIN POTENTIALS [J].
FARWELL, LA ;
DONCHIN, E .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1988, 70 (06) :510-523
[8]   THE MOTOR CORTEX AND THE CODING OF FORCE [J].
GEORGOPOULOS, AP ;
ASHE, J ;
SMYRNIS, N ;
TAIRA, M .
SCIENCE, 1992, 256 (5064) :1692-1695
[9]   NEURONAL POPULATION CODING OF MOVEMENT DIRECTION [J].
GEORGOPOULOS, AP ;
SCHWARTZ, AB ;
KETTNER, RE .
SCIENCE, 1986, 233 (4771) :1416-1419
[10]  
HEETDERKS WJ, 1995, P RESNA 95 ANN C, V15, P664