کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
406302 678076 2015 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Wave emitting and propagation induced by autapse in a forward feedback neuronal network
ترجمه فارسی عنوان
موج منتشر و انتشار ناشی از یک نتیجه گیری در یک شبکه نورونی بازخورد پیشین
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی

The electric activities of neurons can be modulated when autapses are connected to neurons. A forward feedback neuronal network in chain type is designed, which the local kinetics for each node is described by Hindmarsh–Rose neuron, and the autaptic forcing-induced wave propagation along the chain network is investigated. It is found that stable pulse can be induced by the local autaptic forcing in positive feedback type, and the wave begins to disappear when the autaptic modulation stops. It indicates that autapse excitation plays an important role in regulating the collective behaviors of neurons as a pacemaker. The sampled time series for membrane potential of the neuron driven by autapse are detected, and the rhythm predicates whether continuous pulse can be developed or propagated in the chain network. Furthermore, the emitted pulse can be blocked by artificial defects, and thus the wave propagation depends on the property of the network.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 167, 1 November 2015, Pages 378–389
نویسندگان
, , , ,