The Largest Response Component in the Motor Cortex Reflects Movement Timing but Not Movement Type

被引:115
|
作者
Kaufman, Matthew T. [1 ,2 ,5 ]
Seely, Jeffrey S. [6 ]
Sussillo, David [1 ,2 ]
Ryu, Stephen I. [2 ,8 ]
Shenoy, Krishna V. [1 ,2 ,3 ,4 ,9 ]
Churchland, Mark M. [6 ,7 ]
机构
[1] Stanford Univ, Neurosci Program, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
[3] Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
[4] Stanford Univ, Dept Neurobiol, Stanford, CA 94305 USA
[5] Cold Spring Harbor Lab, POB 100, Cold Spring Harbor, NY 11724 USA
[6] Columbia Univ, Med Ctr, Kavli Inst Brain Sci, Dept Neurosci,David Mahoney Ctr Brain & Behav Res, New York, NY 10032 USA
[7] Columbia Univ, Med Ctr, Kavli Inst Brain Sci, Grossman Ctr Stat Mind,David Mahoney Ctr Brain &, New York, NY 10032 USA
[8] Palo Alto Med Fdn, Dept Neurosurg, Palo Alto, CA 94301 USA
[9] Stanford Univ, Howard Hughes Med Inst, Stanford, CA 94305 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
condition-invariant signal; dPCA; movement initiation; movement triggering; reaction time; state space;
D O I
10.1523/ENEURO.0085-16.2016
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Neural activity in monkey motor cortex (M1) and dorsal premotor cortex (PMd) can reflect a chosen movement well before that movement begins. The pattern of neural activity then changes profoundly just before movement onset. We considered the prediction, derived from formal considerations, that the transition from preparation to movement might be accompanied by a large overall change in the neural state that reflects when movement is made rather than which movement is made. Specifically, we examined "components" of the population response: time-varying patterns of activity from which each neuron's response is approximately composed. Amid the response complexity of individual M1 and PMd neurons, we identified robust response components that were "condition-invariant": their magnitude and time course were nearly identical regardless of reach direction or path. These condition-invariant response components occupied dimensions orthogonal to those occupied by the "tuned" response components. The largest condition-invariant component was much larger than any of the tuned components; i.e., it explained more of the structure in individual-neuron responses. This condition-invariant response component underwent a rapid change before movement onset. The timing of that change predicted most of the trial-by-trial variance in reaction time. Thus, although individual M1 and PMd neurons essentially always reflected which movement was made, the largest component of the population response reflected movement timing rather than movement type.
引用
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页数:25
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