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Gamma Synchrony Predicts Neuron–Neuron Correlations and Correlations with Motor Behavior in Extrastriate Visual Area MT

机译:伽马同步预测神经元-神经元相关性和运动行为相关性在超视域MT中的作用

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摘要

Correlated variability of neuronal responses is an important factor in estimating sensory parameters from a population response. Large correlations among neurons reduce the effective size of a neural population and increase the variation of the estimates. They also allow the activity of one neuron to be informative about impending perceptual decisions or motor actions on single trials. In extrastriate visual area MT of the rhesus macaque, for example, some but not all neurons show nonzero “choice probabilities” for perceptual decisions or non-zero “MT–pursuit” correlations between the trial-by-trial variations in neural activity and smooth pursuit eye movements. To understand the functional implications of zero versus nonzero correlations between neural responses and impending perceptions or actions, we took advantage of prior observations that specific frequencies of local field potentials reflect the correlated activity of neurons. We found that the strength of the spike-field coherence of a neuron in the gamma-band frequency range is related to the size of its MT–pursuit correlations for eye direction, as well as to the size of the neuron–neuron correlations. Spike-field coherence predicts MT–pursuit correlations better for direction than for speed, perhaps because the topographic organization of direction preference in MT is more amenable to creating meaningful local field potentials. We suggest that the relationship between spiking and local-field potentials is stronger for neurons that have larger correlations with their neighbors; larger neuron–neuron correlations create stronger MT–pursuit correlations. Neurons that lack strong correlations with their neighbors also have weaker correlations with pursuit behavior, but still could drive pursuit strongly.
机译:神经元反应的相关变异性是从人群反应评估感觉参数的重要因素。神经元之间的大相关性减小了神经种群的有效大小,并增加了估计的变化。他们还允许单个神经元的活动丰富有关即将发生的知觉决定或单个试验中的运动动作的信息。例如,在恒河猴的超视域MT中,一些但并非所有神经元在感知决策方面显示出非零的“选择概率”,或者在神经活动和平滑度的逐次试验变化之间显示出非零的“ MT-追求”相关性。追求眼球运动。为了了解神经反应与即将发生的感知或动作之间零与非零相关的功能含义,我们利用了先前的观察结果,即局部场电势的特定频率反映了神经元的相关活动。我们发现,在伽马频带频率范围内,神经元的尖峰场相干的强度与其在眼方向上的MT-追踪相关性的大小以及神经元-神经元相关性的大小有关。峰值场相干性预测MT-追求相关性比方向性更好,而不是速度性,也许是因为MT中方向性偏好的地形组织更适合于创造有意义的局部场势。我们建议,对于与邻居具有更大相关性的神经元,峰值电位和局部场电位之间的关系更强。较大的神经元-神经元相关性会创建更强的MT-追踪相关性。与邻居缺乏强相关性的神经元与追踪行为的相关性也较弱,但仍会强烈地推动追踪。

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