Synchronization between two coupled fractional order neuron models using the optimized fuzzy logic controller in the presence of external disturbances | ||
| International Journal of Nonlinear Analysis and Applications | ||
| مقاله 236، دوره 14، شماره 1، فروردین 2023، صفحه 3037-3043 اصل مقاله (634.57 K) | ||
| نوع مقاله: Research Paper | ||
| شناسه دیجیتال (DOI): 10.22075/ijnaa.2022.27915.3756 | ||
| نویسندگان | ||
| Ali Soleimanizadeh1؛ Mohammad Ali Nekoui* 2؛ Mahdi Aliyari Shoorehdeli2 | ||
| 1Department of Control Engineering, South Tehran Branch, Islamic Azad University, Tehran, Iran | ||
| 2Department of Control Engineering, K.N. Toosi University of Technology, Tehran, Iran | ||
| چکیده | ||
| Appropriate modeling of the coupled neurons helps us understand neurons' natural functions. In this paper fuzzy logic controller has been designed to synchronize two coupled neuron models. The fractional-order neurons are based on the FitzHugh-Nagumo (FHN) model. An optimized fuzzy controller is designed to synchronize the behavior of two neurons with each other in the presence of external disturbances. This controller overcomes the disturbance. The simulation example shows the performance of the proposed method. | ||
| کلیدواژهها | ||
| Neroun model؛ Chaotic system؛ Fuzzy controller | ||
| مراجع | ||
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