模糊图形感知交替的神经网络模型

Y. Ogawa, T. Isokawa, N. Matsui, T. Murata
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引用次数: 3

摘要

为了实现视觉系统的动态性,提出了模糊图形感知交替的神经网络模型。该模型基于耦合振荡系统,可以描述神经元放电的时间。仿真结果表明,该模型能够从相活动和神经元相同步的角度来描述感知交替。交替解释的感知持续时间也很好地符合伽马分布,与心理物理实验相似。
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A neural network model for perceptual alternation of ambiguous figures
A neural network model for perceptual alternation of ambiguous figures is presented to realize dynamics of the visual system. This model is based on the coupled oscillatory system that can describe the timing of neuronal firing. From results of simulations with this model, it is found that the model is able to represent the perceptual alternation in terms of the phase activities and synchronization of neuronal phases. It is also shown the perceptual durations of the alternating interpretations are well fitted for Gamma distribution as similar to those of the psychophysical experiments.
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