Brain Control of Movement Execution Onset Using Local Field Potentials in Posterior Parietal Cortex

被引:67
作者
Hwang, Eun Jung [1 ]
Andersen, Richard A. [1 ]
机构
[1] CALTECH, Div Biol, Pasadena, CA 91125 USA
关键词
ASYNCHRONOUS CONTROL APPLICATIONS; MOTOR CORTEX; NEURAL PROSTHETICS; VOLUNTARY MOVEMENT; BETA-RHYTHM; MACAQUE; INTERFACE; PREMOTOR; OSCILLATIONS; SELECTIVITY;
D O I
10.1523/JNEUROSCI.2081-09.2009
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The precise control of movement execution onset is essential for safe and autonomous cortical motor prosthetics. Arecent study from the parietal reach region (PRR) suggested that the local field potentials (LFPs) in this area might be useful for decoding execution time information because of the striking difference in the LFP spectrum between the plan and execution states (Scherberger et al., 2005). More specifically, the LFP power in the 0-10 Hz band sharply rises while the power in the 20-40Hz band falls as the state transitions from plan to execution. However, a change of visual stimulus immediately preceded reach onset, raising the possibility that the observed spectral change reflected the visual event instead of the reach onset. Here, we tested this possibility and found that the LFP spectrum change was still time locked to the movement onset in the absence of a visual event in self-paced reaches. Furthermore, we successfully trained the macaque subjects to use the LFP spectrum change as a "go" signal in a closed-loop brain-control task in which the animals only modulated the LFP and did not execute a reach. The execution onset was signaled by the change in the LFP spectrum while the target position of the cursor was controlled by the spike firing rates recorded from the same site. The results corroborate that the LFP spectrum change in PRR is a robust indicator for the movement onset and can be used for control of execution onset in a cortical prosthesis.
引用
收藏
页码:14363 / 14370
页数:8
相关论文
共 30 条
[1]   Free-paced high-performance brain-computer interfaces [J].
Achtman, Neil ;
Afshar, Afsheen ;
Santhanam, Gopal ;
Yu, Byron M. ;
Ryu, Stephen I. ;
Shenoy, Krishna V. .
JOURNAL OF NEURAL ENGINEERING, 2007, 4 (03) :336-347
[2]   Selecting the signals for a brain-machine interface [J].
Andersen, RA ;
Musallam, S ;
Pesaran, B .
CURRENT OPINION IN NEUROBIOLOGY, 2004, 14 (06) :720-726
[3]   Comparison of direction and object selectivity of local field potentials and single units in macaque posterior parietal cortex during prehension [J].
Asher, Itay ;
Stark, Eran ;
Abeles, Moshe ;
Prut, Yifat .
JOURNAL OF NEUROPHYSIOLOGY, 2007, 97 (05) :3684-3695
[4]   A high performance sensorimotor beta rhythm-based brain-computer interface associated with human natural motor behavior [J].
Bai, Ou ;
Lin, Peter ;
Vorbach, Sherry ;
Floeter, Mary Kay ;
Hattori, Noriaki ;
Hallett, Mark .
JOURNAL OF NEURAL ENGINEERING, 2008, 5 (01) :24-35
[5]   CORTICAL POTENTIALS PRECEDING VOLUNTARY MOVEMENT - EVIDENCE FOR 3 PERIODS OF PREPARATION IN MAN [J].
BARRETT, G ;
SHIBASAKI, H ;
NESHIGE, R .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1986, 63 (04) :327-339
[6]   A method for detection and classification of events in neural activity [J].
Bokil, Hemant S. ;
Pesaran, Bijan ;
Andersen, Richard A. ;
Mitra, Partha P. .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2006, 53 (08) :1678-1687
[7]   Brain interface research for asynchronous control applications [J].
Borisoff, Jaimie F. ;
Mason, Steven G. ;
Birch, Gary E. .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2006, 14 (02) :160-164
[8]   Preparatory activity in premotor and motor cortex reflects the speed of the upcoming reach [J].
Churchland, Mark M. ;
Santhanam, Gopal ;
Shenoy, Krishna V. .
JOURNAL OF NEUROPHYSIOLOGY, 2006, 96 (06) :3130-3146
[9]   Prior information in motor and premotor cortex: Activity during the delay period and effect on pre-movement activity [J].
Crammond, DJ ;
Kalaska, JF .
JOURNAL OF NEUROPHYSIOLOGY, 2000, 84 (02) :986-1005
[10]  
DEECKE L, 1987, CIBA F SYMP, V132, P231