Dayan Peter, Yu Angela J
Gatsby Computational Neuroscience Unit, University College London, London, UK.
Network. 2006 Dec;17(4):335-50. doi: 10.1080/09548980601004024.
Extensive animal studies indicate that the neuromodulator norepinephrine plays an important role in specific aspects of vigilance, attention and learning, putatively serving as a neural interrupt or reset function. The activity of norepinephrine-releasing neurons in the locus coeruleus during attentional tasks is modulated not only by the animal's level of engagement and the sensory inputs, but also by temporally rich aspects of internal decision-making processes. Here, we propose that it is unexpected changes in the world within the context of a task that activate the noradrenergic interrupt signal. We quantify this idea in a Bayesian model of a well-studied visual discrimination task, demonstrating that the model captures a rich repertoire of noradrenergic responses at the sub-second temporal resolution.
大量的动物研究表明,神经调质去甲肾上腺素在警觉性、注意力和学习的特定方面发挥着重要作用,可能具有神经中断或重置功能。在注意力任务期间,蓝斑中释放去甲肾上腺素的神经元的活动不仅受到动物的参与程度和感觉输入的调节,还受到内部决策过程中时间丰富方面的调节。在这里,我们提出,是任务背景下世界中的意外变化激活了去甲肾上腺素能中断信号。我们在一个经过充分研究的视觉辨别任务的贝叶斯模型中对这一观点进行了量化,证明该模型在亚秒级时间分辨率下捕捉到了丰富的去甲肾上腺素能反应。