Avery Michael C, Dutt Nikil, Krichmar Jeffrey L
Department of Cognitive Sciences, University of California, 2224 Social and Behavioral Sciences Gateway, Irvine, CA, 92697-5100, USA.
Eur J Neurosci. 2014 Mar;39(5):852-65. doi: 10.1111/ejn.12433. Epub 2013 Dec 5.
Both attentional signals from frontal cortex and neuromodulatory signals from basal forebrain (BF) have been shown to influence information processing in the primary visual cortex (V1). These two systems exert complementary effects on their targets, including increasing firing rates and decreasing interneuronal correlations. Interestingly, experimental research suggests that the cholinergic system is important for increasing V1's sensitivity to both sensory and attentional information. To see how the BF and top-down attention act together to modulate sensory input, we developed a spiking neural network model of V1 and thalamus that incorporated cholinergic neuromodulation and top-down attention. In our model, activation of the BF had a broad effect that decreases the efficacy of top-down projections and increased the reliance of bottom-up sensory input. In contrast, we demonstrated how local release of acetylcholine in the visual cortex, which was triggered through top-down gluatmatergic projections, could enhance top-down attention with high spatial specificity. Our model matched experimental data showing that the BF and top-down attention decrease interneuronal correlations and increase between-trial reliability. We found that decreases in correlations were primarily between excitatory-inhibitory pairs rather than excitatory-excitatory pairs and suggest that excitatory-inhibitory decorrelation is necessary for maintaining low levels of excitatory-excitatory correlations. Increased inhibitory drive via release of acetylcholine in V1 may then act as a buffer, absorbing increases in excitatory-excitatory correlations that occur with attention and BF stimulation. These findings will lead to a better understanding of the mechanisms underyling the BF's interactions with attention signals and influences on correlations.
来自额叶皮质的注意力信号和来自基底前脑(BF)的神经调节信号均已被证明会影响初级视觉皮质(V1)中的信息处理。这两个系统对其目标发挥互补作用,包括提高放电率和降低神经元间的相关性。有趣的是,实验研究表明胆碱能系统对于提高V1对感觉信息和注意力信息的敏感性很重要。为了了解BF和自上而下的注意力如何共同作用以调节感觉输入,我们开发了一个包含胆碱能神经调节和自上而下注意力的V1和丘脑的脉冲神经网络模型。在我们的模型中,BF的激活具有广泛的影响,它降低了自上而下投射的效力,并增加了对自下而上感觉输入的依赖。相比之下,我们展示了通过自上而下的谷氨酸能投射触发的视觉皮质中乙酰胆碱的局部释放如何能够以高空间特异性增强自上而下的注意力。我们的模型与实验数据相符,该数据表明BF和自上而下的注意力会降低神经元间的相关性并提高试验间的可靠性。我们发现相关性的降低主要发生在兴奋性 - 抑制性对之间,而不是兴奋性 - 兴奋性对之间,并表明兴奋性 - 抑制性去相关对于维持低水平的兴奋性 - 兴奋性相关性是必要的。通过V1中乙酰胆碱的释放增加抑制性驱动可能随后起到缓冲作用,吸收随着注意力和BF刺激而出现的兴奋性 - 兴奋性相关性的增加。这些发现将有助于更好地理解BF与注意力信号相互作用以及对相关性影响的潜在机制。