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双稳态歧义图像感知:简单的阿仑尼乌斯模型。

Bistable perception of ambiguous images: simple Arrhenius model.

作者信息

Meilikhov E Z, Farzetdinova R M

机构信息

1Nat. Res. Centre "Kurchatov Institute", Moscow, Russia 123182.

2Moscow Institute of Physics and Technology, Dolgoprudny, Russia 141707.

出版信息

Cogn Neurodyn. 2019 Dec;13(6):613-621. doi: 10.1007/s11571-019-09554-9. Epub 2019 Sep 12.

Abstract

Watching an ambiguous image leads to the bistability of its perception, that randomly oscillates between two possible interpretations. The relevant evolution of the neuron system is usually described with the equation of its "movement" over the nonuniform energy landscape under the action of the stochastic force, corresponding to noise perturbations. We utilize the alternative (and simpler) approach suggesting that the system is in the quasi-stationary state being described by the Arrhenius equation. The latter, in fact, determines the probability of the dynamical variation of the image being percepted (for example, the left Necker cube the right Necker cube) along one scenario or another. Probabilities of transitions from one perception to another are defined by barriers detaching corresponding wells of the energy landscape, and the relative value of the noise (analog of temperature) influencing this process. The mean noise value could be estimated from experimental data. The model predicts logarithmic dependence of the perception hysteresis width on the period of cyclic sweeping the parameter, controlling the perception (for instance, the contrast of the presented object). It agrees with the experiment and allows to estimate the time interval between two various perceptions.

摘要

观察一幅模糊图像会导致其感知的双稳态,即随机地在两种可能的解释之间振荡。神经元系统的相关演化通常用其在随机力(对应于噪声扰动)作用下在非均匀能量景观上的“运动”方程来描述。我们采用另一种(更简单的)方法,即认为系统处于由阿伦尼乌斯方程描述的准稳态。事实上,后者决定了沿一种或另一种情景感知到的图像动态变化(例如,左内克尔立方体 右内克尔立方体)的概率。从一种感知到另一种感知的转变概率由分离能量景观相应阱的势垒以及影响此过程的噪声(温度模拟)的相对值定义。平均噪声值可从实验数据中估计。该模型预测感知滞后宽度对控制感知的参数(例如,所呈现物体的对比度)的循环扫描周期的对数依赖性。它与实验结果相符,并允许估计两种不同感知之间的时间间隔。

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本文引用的文献

1
Involvement of the visual change detection process in facilitating perceptual alternation in the bistable image.
Cogn Neurodyn. 2017 Aug;11(4):307-318. doi: 10.1007/s11571-017-9430-8. Epub 2017 Mar 24.
2
Critical slowing down and noise-induced intermittency in bistable perception: bifurcation analysis.
Biol Cybern. 2014 Aug;108(4):397-404. doi: 10.1007/s00422-014-0607-5. Epub 2014 May 23.
4
The neural bases of multistable perception.
Trends Cogn Sci. 2009 Jul;13(7):310-8. doi: 10.1016/j.tics.2009.04.006. Epub 2009 Jun 18.
5
Noise-induced alternations in an attractor network model of perceptual bistability.
J Neurophysiol. 2007 Sep;98(3):1125-39. doi: 10.1152/jn.00116.2007. Epub 2007 Jul 5.
6
7
Enduring interest in perceptual ambiguity: alternating views of reversible figures.
Psychol Bull. 2004 Sep;130(5):748-68. doi: 10.1037/0033-2909.130.5.748.
8
A spiking neuron model for binocular rivalry.
J Comput Neurosci. 2002 Jan-Feb;12(1):39-53. doi: 10.1023/a:1014942129705.
9
A stochastic model of multistable visual perception.
Biol Cybern. 2002 Feb;86(2):111-6. doi: 10.1007/s004220100274.
10
Dynamics of travelling waves in visual perception.
Nature. 2001 Aug 30;412(6850):907-10. doi: 10.1038/35091066.

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