Animal Physiology Unit, Institute of Neurobiology, University of Tübingen, 72076 Tübingen, Germany.
Animal Physiology Unit, Institute of Neurobiology, University of Tübingen, 72076 Tübingen, Germany
J Neurosci. 2021 Jun 2;41(22):4889-4896. doi: 10.1523/JNEUROSCI.0090-21.2021. Epub 2021 Apr 19.
Different species of animals can discriminate numerosity, the countable number of objects in a set. The representations of countable numerosities have been deciphered down to the level of single neurons. However, despite its importance for human number theory, a special numerical quantity, the empty set (numerosity zero), has remained largely unexplored. We explored the behavioral and neuronal representation of the empty set in carrion crows. Crows were trained to discriminate small numerosities including the empty set. Performance data showed a numerical distance effect for the empty set in one crow, suggesting that the empty set and countable numerosities are represented along the crows' "mental number line." Single-cell recordings in the endbrain region nidopallium caudolaterale (NCL) showed a considerable proportion of NCL neurons tuned to the preferred numerosity zero. As evidenced by neuronal distance and size effects, NCL neurons integrated the empty set in the neural number line. A subsequent neuronal population analysis using a statistical classifier approach showed that the neuronal numerical representations were predictive of the crows' success in the task. These behavioral and neuronal data suggests that the conception of the empty set as a cognitive precursor of a zero-like number concept is not an exclusive property of the cerebral cortex of primates. Zero as a quantitative category cannot only be implemented in the layered neocortex of primates, but also in the anatomically distinct endbrain circuitries of birds that evolved based on convergent evolution. The conception of "nothing" as number "zero" is celebrated as one of the greatest achievements in mathematics. To explore whether precursors of zero-like concepts can be found in vertebrates with a cerebrum that anatomically differs starkly from our primate brain, we investigated this in carrion crows. We show that crows can grasp the empty set as a null numerical quantity that is mentally represented next to number one. Moreover, we show that single neurons in an associative avian cerebral region specifically respond to the empty set and show the same physiological characteristics as for countable quantities. This suggests that zero as a quantitative category can also be implemented in the anatomically distinct endbrain circuitries of birds that evolved based on convergent evolution.
不同物种的动物可以区分数量,即一组物体中的可数数量。可数数量的表示已经被解析到单个神经元的水平。然而,尽管它对人类数论很重要,但一个特殊的数值量,即空集(数量为零),在很大程度上仍未被探索。我们在食腐乌鸦中探索了空集的行为和神经元表示。乌鸦被训练来区分包括空集在内的小数量。性能数据表明,一只乌鸦对空集表现出数字距离效应,表明空集和可数数量沿着乌鸦的“心理数字线”被表示。在端脑区域尾状核尾侧(NCL)的单细胞记录显示,相当比例的 NCL 神经元对首选数量零进行调谐。正如神经元距离和大小效应所证明的那样,NCL 神经元将空集整合到神经数字线中。使用统计分类器方法进行的后续神经元群体分析表明,神经元的数值表示可预测乌鸦在任务中的成功。这些行为和神经元数据表明,将空集视为零样数概念的认知前体的概念不仅是灵长类动物大脑皮层的特有属性。零作为一个定量类别不仅可以在灵长类动物的分层新皮层中实现,也可以在基于趋同进化的鸟类的解剖学上不同的端脑回路中实现。将“无”视为数字“零”被视为数学中最伟大的成就之一。为了探索零样概念的前体是否可以在具有与我们的灵长类大脑在解剖上明显不同的大脑的脊椎动物中找到,我们在食腐乌鸦中进行了调查。我们表明,乌鸦可以将空集理解为一个零数量的空集,它在心理上与一相邻。此外,我们表明,一个与鸟类大脑相关联的特定区域中的单个神经元专门对空集做出反应,并表现出与可数数量相同的生理特征。这表明,作为一个定量类别,零也可以在基于趋同进化的鸟类的解剖学上不同的端脑回路中实现。