کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5471160 1519389 2017 31 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Synchronization analysis through coupling mechanism in realistic neural models
ترجمه فارسی عنوان
تجزیه و تحلیل همگام سازی از طریق مکانیزم اتصال در مدل های واقعی عصبی
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مکانیک محاسباتی
چکیده انگلیسی
Synchronization which relates to the system's stability is important to many engineering and neural applications. In this paper, an attempt has been made to implement response synchronization using coupling mechanism for a class of nonlinear neural systems. We propose an OPCL (open-plus-closed-loop) coupling method to investigate the synchronization state of driver-response neural systems, and to understand how the behavior of these coupled systems depend on their inner dynamics. We have investigated a general method of coupling for generalized synchronization (GS) in 3D modified spiking and bursting Morris-Lecar (M-L) neural models. We have also presented the synchronized behavior of a network of four bursting Hindmarsh-Rose (H-R) neural oscillators using a bidirectional coupling mechanism. We can extend the coupling scheme to a network of N neural oscillators to reach the desired synchronous state. To make the investigations more promising, we consider another coupling method to a network of H-R oscillators using bidirectional ring type connections and present the effectiveness of the coupling scheme.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Mathematical Modelling - Volume 44, April 2017, Pages 557-575
نویسندگان
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