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المؤلفAlireza, Bahramian
المؤلفRamadoss, Janarthanan
المؤلفNazarimehr, Fahimeh
المؤلفRajagopal, Karthikeyan
المؤلفJafari, Sajad
المؤلفHussain, Iqtadar
تاريخ الإتاحة2022-05-30T05:49:31Z
تاريخ النشر2022-04-21
اسم المنشورJournal of Theoretical Biology
المعرّفhttp://dx.doi.org/10.1016/j.jtbi.2022.111062
الاقتباسBahramian, Alireza, Janarthanan Ramadoss, Fahimeh Nazarimehr, Karthikeyan Rajagopal, Sajad Jafari, and Iqtadar Hussain. "A simple one-dimensional map-based model of spiking neurons with wide ranges of firing rates and complexities." Journal of Theoretical Biology 539 (2022): 111062.
الرقم المعياري الدولي للكتاب00225193
معرّف المصادر الموحدhttps://www.sciencedirect.com/science/article/pii/S0022519322000601
معرّف المصادر الموحدhttp://hdl.handle.net/10576/31646
الملخصThis paper introduces a simple 1-dimensional map-based model of spiking neurons. During the past decades, dynamical models of neurons have been used to investigate the biology of human nervous systems. The models simulate experimental records of neurons’ voltages using difference or differential equations. Difference neuronal models have some advantages besides the differential ones. They are usually simpler, and considering the cost of needed computations, they are more efficient. In this paper, a simple 1-dimensional map-based model of spiking neurons is introduced. Sample entropy is applied to analyze the complexity of the model’s dynamics. The model can generate a wide range of time series with different firing rates and different levels of complexities. Besides, using some tools like bifurcation diagrams and cobwebs, the introduced model is analyzed.
اللغةen
الناشرElsevier
الموضوعNeuron model
Map
Spike
Firing rate
Complexity
العنوانA simple one-dimensional map-based model of spiking neurons with wide ranges of firing rates and complexities
النوعArticle
رقم المجلد539
dc.accessType Open Access


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