Recording from the same neurons chronically in motor cortex

被引:98
作者
Fraser, George W. [1 ,2 ]
Schwartz, Andrew B. [1 ,2 ,3 ]
机构
[1] Univ Pittsburgh, Dept Neurobiol, Pittsburgh, PA 15213 USA
[2] Univ Pittsburgh, Ctr Neural Basis Cognit, Pittsburgh, PA 15213 USA
[3] Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15213 USA
关键词
electrophysiology; chronic; movement; tuning; INTRACORTICAL ELECTRODE ARRAY; BEHAVING PRIMATES; STABILITY; PERFORMANCE; INTERFACE;
D O I
10.1152/jn.01012.2010
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Fraser GW, Schwartz AB. Recording from the same neurons chronically in motor cortex. J Neurophysiol 107: 1970-1978, 2012. First published December 21, 2011; doi: 10.1152/jn.01012.2010.-Two rhesus monkeys were implanted with silicon arrays of 96 microelectrodes. Neural activity was recorded periodically over a period of weeks to months. We have developed a method to determine whether single units in two separate recording sessions represent the same neuron. Pairwise cross-correlograms, the autocorrelogram, waveform shape, and mean firing rate were used together as identifying features of a neuron. When two units recorded on separate days were compared using these features, their similarity scores tended to be either high, indicating two recordings from the same neuron, or low, indicating different neurons. Although these metrics are individually weak, together they produce a strong classifier. Some neurons were recorded for > 100 days. These monkeys performed a center-out reaching task, and we found that the firing properties of chronically recorded neurons were stable over time. Downloaded from jn. physiology. org on April 10, 2012
引用
收藏
页码:1970 / 1978
页数:9
相关论文
共 19 条
[1]   Stable ensemble performance with single-neuron variability during reaching movements in primates [J].
Carmena, JM ;
Lebedev, MA ;
Henriquez, CS ;
Nicolelis, MAL .
JOURNAL OF NEUROSCIENCE, 2005, 25 (46) :10712-10716
[2]   Single-neuron stability during repeated reaching in macaque premotor cortex [J].
Chestek, Cynthia A. ;
Batista, Aaron P. ;
Santhanam, Gopal ;
Yu, Byron M. ;
Afshar, Afsheen ;
Cunningham, John P. ;
Gilja, Vikash ;
Ryu, Stephen I. ;
Churchland, Mark M. ;
Shenoy, Krishna V. .
JOURNAL OF NEUROSCIENCE, 2007, 27 (40) :10742-10750
[3]   Learning from partially supervised data using mixture models and belief functions [J].
Come, E. ;
Oukhellou, L. ;
Denoeux, T. ;
Aknin, P. .
PATTERN RECOGNITION, 2009, 42 (03) :334-348
[4]   Single-Unit Stability Using Chronically Implanted Multielectrode Arrays [J].
Dickey, Adam S. ;
Suminski, Aaron ;
Amit, Yali ;
Hatsopoulos, Nicholas G. .
JOURNAL OF NEUROPHYSIOLOGY, 2009, 102 (02) :1331-1339
[5]   Emergence of a Stable Cortical Map for Neuroprosthetic Control [J].
Ganguly, Karunesh ;
Carmena, Jose M. .
PLOS BIOLOGY, 2009, 7 (07)
[6]   Functional stability of dorsolateral prefrontal neurons [J].
Greenberg, PA ;
Wilson, FAW .
JOURNAL OF NEUROPHYSIOLOGY, 2004, 92 (02) :1042-1055
[7]   Compact movable microwire array for long-term chronic unit recording in cerebral cortex of primates [J].
Jackson, Andrew ;
Fetz, Eberhard E. .
JOURNAL OF NEUROPHYSIOLOGY, 2007, 98 (05) :3109-3118
[8]   Functional network reorganization during learning in a brain-computer interface paradigm [J].
Jarosiewicz, Beata ;
Chase, Steven M. ;
Fraser, George W. ;
Velliste, Meel ;
Kass, Robert E. ;
Schwartz, Andrew B. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (49) :19486-19491
[9]  
Lambiotte R, 2008, ARXIV, P1
[10]  
Lanquillon C, 2000, LECT NOTES ARTIF INT, V1810, P229