Thiele Alexander, Brandt Christian, Dasilva Miguel, Gotthardt Sascha, Chicharro Daniel, Panzeri Stefano, Distler Claudia
Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, NE2 4HH United Kingdom,
Institute of Neuroscience, Newcastle University, Newcastle upon Tyne, NE2 4HH United Kingdom.
J Neurosci. 2016 Jul 20;36(29):7601-12. doi: 10.1523/JNEUROSCI.0872-16.2016.
Top-down attention increases coding abilities by altering firing rates and rate variability. In the frontal eye field (FEF), a key area enabling top-down attention, attention induced firing rate changes are profound, but its effect on different cell types is unknown. Moreover, FEF is the only cortical area investigated in which attention does not affect rate variability, as assessed by the Fano factor, suggesting that task engagement affects cortical state nonuniformly. We show that putative interneurons in FEF of Macaca mulatta show stronger attentional rate modulation than putative pyramidal cells. Partitioning rate variability reveals that both cell types reduce rate variability with attention, but more strongly so in narrow-spiking cells. The effects are captured by a model in which attention stabilizes neuronal excitability, thereby reducing the expansive nonlinearity that links firing rate and variance. These results show that the effect of attention on different cell classes and different coding properties are consistent across the cortical hierarchy, acting through increased and stabilized neuronal excitability.
Cortical processing is critically modulated by attention. A key feature of this influence is a modulation of "cortical state," resulting in increased neuronal excitability and resilience of the network against perturbations, lower rate variability, and an increased signal-to-noise ratio. In the frontal eye field (FEF), an area assumed to control spatial attention in human and nonhuman primates, firing rate changes with attention occur, but rate variability, quantified by the Fano factor, appears to be unaffected by attention. Using recently developed analysis tools and models to quantify attention effects on narrow- and broad-spiking cell activity, we show that attention alters cortical state strongly in the FEF, demonstrating that its effect on the neuronal network is consistent across the cortical hierarchy.
自上而下的注意力通过改变放电率和放电率变异性来提高编码能力。在额叶眼区(FEF),这一实现自上而下注意力的关键区域,注意力引起的放电率变化很显著,但它对不同细胞类型的影响尚不清楚。此外,FEF是唯一被研究的皮质区域,在该区域中,如通过Fano因子评估的那样,注意力不影响放电率变异性,这表明任务参与对皮质状态的影响是不均匀的。我们发现,恒河猴FEF中的假定中间神经元比假定锥体细胞表现出更强的注意力放电率调制。对放电率变异性进行划分后发现,两种细胞类型在注意力作用下都会降低放电率变异性,但窄峰放电细胞降低得更明显。这些效应可以通过一个模型来捕捉,在该模型中,注意力使神经元兴奋性稳定,从而减少了连接放电率和方差的扩展非线性。这些结果表明,注意力对不同细胞类别和不同编码特性的影响在整个皮质层级中是一致的,是通过增强和稳定神经元兴奋性来起作用的。
皮质处理过程受到注意力的关键调制。这种影响的一个关键特征是对“皮质状态”的调制,导致神经元兴奋性增加、网络对扰动的恢复能力增强、放电率变异性降低以及信噪比提高。在额叶眼区(FEF),这一被认为在人类和非人类灵长类动物中控制空间注意力的区域,放电率会随着注意力而变化,但由Fano因子量化的放电率变异性似乎不受注意力影响。使用最近开发的分析工具和模型来量化注意力对窄峰和宽峰放电细胞活动的影响,我们发现注意力在FEF中强烈改变皮质状态,表明其对神经元网络的影响在整个皮质层级中是一致的。