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The Formation of Hierarchical Decisions in the Visual Cortex

机译:视觉皮层中层次决策的形成

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摘要

Intelligence relies on our ability to find appropriate sequences of decisions in complex problem spaces. The efficiency of a problem solver depends on the speed of its individual decisions and the number of decisions it can explore in parallel. It remains unknown whether the primate brain can consider multiple decisions at the same time. We therefore trained monkeys to navigate through a decision tree with stochastic sensory evidence at multiple branching points and recorded neuronal activity in visual cortical areas V1 and V4. We found a first phase of decision making in which neuronal activity increased in parallel along multiple branches of the decision tree. This was followed by an integration phase where the optimal overall strategy crystallized as the result of interactions between local decisions. The results reveal how sensory evidence is integrated efficiently for hierarchical decisions and contribute to our understanding of the brain mechanisms that implement complex mental programs. Lorteije et al. found behavioral and physiological evidence that the primate brain can process multiple decisions in parallel. Besides decreasing overall processing time, parallel decisions can influence each other and, thereby, maximize the reward income.
机译:情报依赖于我们在复杂问题空间中找到适当决策顺序的能力。问题解决者的效率取决于其单个决策的速度以及可以并行探索的决策数量。灵长类动物的大脑是否可以同时考虑多个决定仍然未知。因此,我们训练了猴子在决策树中导航,该决策树具有多个分支点处的随机感官证据,并在视觉皮层区域V1和V4中记录了神经元活动。我们发现了决策的第一阶段,其中神经元活动沿着决策树的多个分支并行增加。随后是整合阶段,在该阶段中,最佳总体策略是本地决策之间相互作用的结晶。结果揭示了感官证据如何有效地集成到层次决策中,并有助于我们理解实现复杂心理程序的大脑机制。 Lorteije等。发现了行为和生理证据,证明灵长类动物的大脑可以并行处理多个决定。除了减少总体处理时间之外,并行决策还可以相互影响,从而最大限度地提高奖励收入。

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  • 来源
    《Neuron》 |2015年第6期|共13页
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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 神经病学;
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