Internalization of Experience

G. Buzsáki
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Abstract

This chapter describes how perceptual and navigation functions can become disengaged from their dependence on the external world. The key physiological mechanism that allows this “internalization” process is the corollary discharge system, which can interpret the activity of action circuits even in the absence of overt movement and sensory feedback from muscles. Within such an internalized world, brain networks can anticipate the consequences of imagined actions without the need to act them out. Instead the outcomes can be tested against previously acquired knowledge, which creates new knowledge entirely through self-organized brain activity. Neuronal circuits can perform both input-dependent and input-disengaged operations. Even simple brains of small animals have elements of internal operations (“cognition”). As the complexity of neural networks increases in larger brains, the share and efficacy of internalized computation also increases and can predict consequences of the brain’s actions over longer time scales and in more complex environments.
经验内化
本章描述了感知和导航功能如何脱离对外部世界的依赖。允许这种“内化”过程的关键生理机制是必然放电系统,即使在没有明显运动和肌肉感觉反馈的情况下,它也可以解释动作回路的活动。在这样一个内化的世界里,大脑网络可以预测想象行为的后果,而无需将其付诸行动。相反,结果可以通过先前获得的知识进行测试,这些知识完全通过自我组织的大脑活动来创造新知识。神经元回路可以执行依赖输入和不依赖输入的操作。即使是简单的小动物的大脑也有内部运作的元素(“认知”)。随着神经网络在更大的大脑中的复杂性增加,内化计算的份额和效率也在增加,并且可以预测大脑在更长的时间尺度和更复杂的环境中的行为的后果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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