Neuron and neuro-computational feature, and their survey in the Morris-Lecar neuron model

سال انتشار: 1401
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 260

فایل این مقاله در 17 صفحه با فرمت PDF و WORD قابل دریافت می باشد

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این مقاله:

شناسه ملی سند علمی:

IMEAECONF02_043

تاریخ نمایه سازی: 28 اردیبهشت 1401

چکیده مقاله:

In this article, we introduce the biological neuron as the main cell of the nervous system and survey its various behavioral features. First, we present a comprehensive definition of neurons, and after explaining the components of neurons and their types, we describe the mechanism of neurons and their unique characteristics as a dynamic system. In this study, we peruse ۲۰ of the most prominent features of biological spiking neurons which show the richness and complexity of the spiking behavior of individual neurons. Each spiking neuron model has several neuro-computational properties. According to their behavior, each model can be used for a specific purpose. Then, there is a table to compare neuron models in terms of the biological behavior of neurons. At the end of this paper, we present the Morris-Lecar neuron model that is one of the spiking neuron models with a two-dimensional differential equation. To show its ۱۳ neuro-computational features, we simulate this model in Matlab for different applied currents

نویسندگان

Parnian Afzali

Department of Electrical engineering, south Tehran branch, Islamic Azad University, Tehran, Iran