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双稳态感知中的临界慢化和噪声诱导间歇性:分岔分析

Critical slowing down and noise-induced intermittency in bistable perception: bifurcation analysis.

作者信息

Pisarchik Alexander N, Jaimes-Reátegui Rider, Magallón-García C D Alejandro, Castillo-Morales C Obed

机构信息

Centro de Investigaciones en Optica, Loma del Bosque 115, Lomas del Campestre, 37150 , Leon, Guanajuato, Mexico,

出版信息

Biol Cybern. 2014 Aug;108(4):397-404. doi: 10.1007/s00422-014-0607-5. Epub 2014 May 23.

Abstract

Stochastic dynamics and critical slowing down were studied experimentally and numerically near the onset of dynamical bistability in visual perception under the influence of noise. Exploring the Necker cube as the essential example of an ambiguous figure, and using its wire contrast as a control parameter, we measured dynamical hysteresis in two coexisting percepts as a function of both the velocity of the parameter change and the background luminance. The bifurcation analysis allowed us to estimate the level of cognitive noise inherent to brain neural cells activity, which induced intermittent switches between different perception states. The results of numerical simulations with a simple energy model are in good qualitative agreement with psychological experiments.

摘要

在噪声影响下,对视觉感知中动态双稳性开始时的随机动力学和临界减慢进行了实验和数值研究。以奈克方块作为模糊图形的基本示例,并将其线条对比度用作控制参数,我们测量了两种共存感知中的动态滞后现象,该现象是参数变化速度和背景亮度的函数。分叉分析使我们能够估计大脑神经细胞活动固有的认知噪声水平,这种噪声会引发不同感知状态之间的间歇性切换。用简单能量模型进行的数值模拟结果与心理学实验在定性上吻合良好。

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