五维神经元系统的动态特性及彩色图像加密

2022 14th International Conference on Advanced Computational Intelligence (ICACI) Pub Date : 2022-07-15 DOI:10.1109/icaci55529.2022.9837548

Yongxing Ma, Junwei Sun, Yilin Yan, J. Yang, Peng Liu

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引用次数: 0

摘要

设计了双曲正弦记忆电阻器模型。在二维Hindmarch-Rose神经元的基础上，将两个Hindmarch-Rose神经元与忆阻器耦合，构建了一个简单的神经网络。此外，利用局部吸引子盆地揭示了耦合神经元模型的双稳定性。设计并实现了一个神经元电路来模拟神经元的电活动。最后将其应用于彩色图像加密，取得了良好的加密效果。

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Dynamic Characteristics and Color Image Encryption of Five-dimensional Neuron System

A hyperbolic sine memristor model is designed. Based on two-dimensional Hindmarch-Rose neurons, a simple neural network is constructed by coupling two Hindmarch-Rose neurons with memristor. In addition, bistability of coupled neuron model is revealed by using local attractor basin. A neuron circuit is designed and implemented to simulate the electrical activity of neurons. Finally, it is applied to color image encryption and has a good encryption effect.

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来源期刊

2022 14th International Conference on Advanced Computational Intelligence (ICACI)

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