关于回溯时间感知简单回路中认知功能出现的关键脑假说

M. Hirabayashi, H. Ohashi
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引用次数: 0

摘要

揭示认知机制是神经科学、认知科学和人工智能等各个科学领域的难题之一。以时间序列事件的认知机制为基础,分析了闪滞错觉下的逆向时间知觉。在闪烁滞后实验中,我们体验到一种视觉错觉,即一个静止的闪烁物体被认为滞后于一个空间对齐的移动物体。当运动物体改变运动方向时,观察到时间反转识别称为定位。换句话说,后置是一种未来刺激在时间上向后影响当前刺激的现象。尽管已经提出了几种模型来解释这种错觉,但其神经基础尚不清楚。在此,我们提出了一个假设,即临界状态下的简单双路径过程可以提供与闪烁滞后实验相关的视错觉的向后时间感知和其他重要特征。双路径过程包括两条路径:快速处理路径和慢处理路径。后向时间感知是这两种通路信息整合的结果。我们使用简单的晶格模型实现了临界状态下的双路径过程,并成功地再现了与闪烁滞后效应相关的视错觉的后置性质和其他特征。根据Beggs提出的临界性假说,大脑在临界状态下运行。如果临界状态加速了快速通路,减慢了慢速通路,那么简单的电路就可以提供复杂的认知功能。简单系统可以利用临界状态实现高级功能的概念将有助于发现神经机制的基本原理和提高人工智能的认知功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Critical Brain Hypotheses on the Emergence of Cognitive Functions in Simple Circuits for Backward Time Perception
To reveal the cognitive mechanisms is one of challenging problems in various fields of science, such as neuroscience, cognitive science, and artificial intelligence. Focusing on the cognitive mechanisms of time-series events, we present an analysis on the backward time perception with the flash-lag illusion. In the flash-lag experiment, we experience the visual illusion that a stationary flashed object is perceived to lag behind a spatially aligned moving object. When this moving object changes the direction of motion, the time reversing recognition called postdiction is observed. In other words, the postdiction is a phenomenon that the future stimulus affects the present one backward in time. Although several models have been presented to explain this illusion, the neural basis is not clear. Here we propose the assumption that the simple dual-path process in the critical states can provide the backward time perception and other important features of the visual illusion related to the flash-lag experiment. The dual-path process consists of two pathways: a fast-processing pathway and a slow-processing pathway. The backward time perception can occur as a result of the integration of the information from these two pathways. We implemented the dual-path process in the critical state using a simple lattice model and succeeded in the reproduction of the postdictive property and other features of visual illusions related to the flash-lag effect. According to the criticality hypothesis proposed by Beggs, the brain operates in the critical state. If the critical state accelerates the fast pathway and decelerates the slow pathway, simple circuits can provide the complicated cognitive functions. The concept that simple systems can realize advanced functions utilizing the critical states will contribute to the discovery of the fundamental principles of neural mechanisms and the improvement of cognitive functions of artificial intelligence.
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