Churchland Mark M, Yu Byron M, Ryu Stephen I, Santhanam Gopal, Shenoy Krishna V
Neurosciences Program, Stanford University, Stanford, California 94305, USA.
J Neurosci. 2006 Apr 5;26(14):3697-712. doi: 10.1523/JNEUROSCI.3762-05.2006.
We present experiments and analyses designed to test the idea that firing rates in premotor cortex become optimized during motor preparation, approaching their ideal values over time. We measured the across-trial variability of neural responses in dorsal premotor cortex of three monkeys performing a delayed-reach task. Such variability was initially high, but declined after target onset, and was maintained at a rough plateau during the delay. An additional decline was observed after the go cue. Between target onset and movement onset, variability declined by an average of 34%. This decline in variability was observed even when mean firing rate changed little. We hypothesize that this effect is related to the progress of motor preparation. In this interpretation, firing rates are initially variable across trials but are brought, over time, to their "appropriate" values, becoming consistent in the process. Consistent with this hypothesis, reaction times were longer if the go cue was presented shortly after target onset, when variability was still high, and were shorter if the go cue was presented well after target onset, when variability had fallen to its plateau. A similar effect was observed for the natural variability in reaction time: longer (shorter) reaction times tended to occur on trials in which firing rates were more (less) variable. These results reveal a remarkable degree of temporal structure in the variability of cortical neurons. The relationship with reaction time argues that the changes in variability approximately track the progress of motor preparation.
运动前皮层的放电率在运动准备过程中会变得优化,随着时间推移接近其理想值。我们测量了三只执行延迟伸手任务的猴子背侧运动前皮层神经反应的跨试验变异性。这种变异性最初很高,但在目标出现后下降,并在延迟期间维持在一个大致的平稳状态。在“开始”信号出现后还观察到了额外的下降。在目标出现和运动开始之间,变异性平均下降了34%。即使平均放电率变化不大,也观察到了这种变异性的下降。我们假设这种效应与运动准备的进程有关。按照这种解释,放电率最初在各试验中是可变的,但随着时间推移会达到其“适当”值,在此过程中变得一致。与该假设一致的是,如果“开始”信号在目标出现后不久呈现,此时变异性仍然很高,反应时间会更长;如果“开始”信号在目标出现后很久呈现,此时变异性已降至平稳状态,反应时间会更短。对于反应时间的自然变异性也观察到了类似的效应:在放电率变异性较高(较低)的试验中,往往会出现较长(较短)的反应时间。这些结果揭示了皮层神经元变异性中显著的时间结构程度。与反应时间的关系表明,变异性的变化大致跟踪了运动准备的进程。