Adaptive Synchronization of Two Coupled Hindmarsh-Rose Neurons with Fully Unknown Parameters
Publish Year: 1394
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
KBEI02_082
تاریخ نمایه سازی: 5 بهمن 1395
Abstract:
The goal of this paper is to present an adaptive controller to synchronize two Hindmarsh-Rose neurons with fully unknown parameters while the designed controller can be only applied to one state of each neuron. These two neurons are connected to each other through synapse. Two different kinds of synapses will be considered in this paper. First, an adaptive controller will be suggested for the case in which the synapse between two neurons is an electrical one. Later, another adaptive controller will be proposed for two neurons connected through chemical synapse. In these two cases the coupling coefficient is considered to be unknown. Proof of asymptotic synchronization of these two neurons will be fully done through using Lyapunov function and finally the effectiveness of proposed controllers will be demonstrated through simulations
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Authors
FOROUZAN FARAHANI
Department of Electrical Engineering Amirkabir University of Technology, Tehran, Iran
IMAN SHARIFI
Department of Electrical Engineering Amirkabir University of Technology, Tehran, Iran
MOHAMMAD B. MENHAJ
Department of Electrical Engineering Amirkabir University of Technology, Tehran, Iran
AMIR A. SURATGAR
Department of Electrical Engineering Amirkabir University of Technology, Tehran, Iran