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نتیجه جستجو - Transient chaos

تعداد مقالات یافته شده: 1
ردیف عنوان نوع
1 Influences of electromagnetic radiation distribution on chaotic dynamics of a neural network
تأثیر توزیع تابش الکترومغناطیسی بر پویایی بی نظمی یک شبکه عصبی-2020
Electromagnetic radiation has an effect on the functional behavior of nervous system, and appropriate electromagnetic radiation is helpful to treat some neurological diseases. In this article, we investigate the effects of electromagnetic radiation distribution on the non- linear dynamics of a neural network with n neurons. A new mathematical model of the neural network under electromagnetic radiation is developed and analyzed, where electro- magnetic radiation is equivalent to the magnetic flux passing through the cell membrane. Chaotic dynamics of the nerve system is detailedly studied by stimulating different num- ber of neurons in the neural network model consisted of three neurons. It is proved that with the increasing of the number of neurons stimulated by electromagnetic radiation, the dynamics behaviors of the neural network gradually change from period moving to chaos, transient chaos and intricate hyperchaos. That is, the dynamical behaviors of the neural system can be modulated through changing the number of neurons affected by electro- magnetic radiation in neural network. Therefore, it could give new insights to understand the occurrence mechanism of some neuronal diseases. Moreover, a flexible hardware cir- cuit of the neural network with different electromagnetic radiation distribution is imple- mented by using commercially available electronic elements, and the experimental mea- surements are consistent with numerical simulation results
Keywords: Neural network | Dynamics behaviors | Transient chaos | Hyperchaos | Electromagnetic radiation
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