Synchronization between two coupled fractional order neuron models using the optimized fuzzy logic controller in the presence of external disturbances
Publish Year: 1402
نوع سند: مقاله ژورنالی
زبان: English
View: 62
This Paper With 7 Page And PDF Format Ready To Download
- Certificate
- من نویسنده این مقاله هستم
استخراج به نرم افزارهای پژوهشی:
شناسه ملی سند علمی:
JR_IJNAA-14-1_236
تاریخ نمایه سازی: 5 شهریور 1402
Abstract:
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.
Keywords:
Authors
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