Synchronization between two coupled fractional order neuron models using the optimized fuzzy logic controller in the presence of external disturbances

سال انتشار: 1402
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 60

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شناسه ملی سند علمی:

JR_IJNAA-14-1_236

تاریخ نمایه سازی: 5 شهریور 1402

چکیده مقاله:

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.

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نویسندگان

Ali Soleimanizadeh

Department of Control Engineering, South Tehran Branch, Islamic Azad University, Tehran, Iran

Mohammad Ali Nekoui

Department of Control Engineering, K.N. Toosi University of Technology, Tehran, Iran

Mahdi Aliyari Shoorehdeli

Department of Control Engineering, K.N. Toosi University of Technology, Tehran, Iran