An advanced approach for the electrical responses of discrete fractional-order biophysical neural network models and their dynamical responses

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成果类型：

期刊论文

作者：

Chu, Yu-Ming;Alzahrani, Taher;Rashid, Saima;Rashidah, Waleed;Ur Rehman, Shafiq;...

通讯作者：

Rashid, S

作者机构：

[Chu, Yu-Ming] Hunan City Univ, Sch Sci, Yiyang 413000, Peoples R China.

[Alzahrani, Taher; Rashidah, Waleed; Ur Rehman, Shafiq] Imam Mohammad Ibn Saud Islamic Univ IMSIU, Coll Comp & Informat Sci, Informat Syst Dept, Riyadh 11432, Saudi Arabia.

[Rashid, Saima; Rashid, S] Govt Coll Univ, Dept Math, Faisalabad 38000, Pakistan.

[Rashid, Saima; Rashid, S] Lebanese Amer Univ, Dept Comp Sci & Math, Beirut 1401, Lebanon.

[Alkhatib, Mohammad] Imam Mohammad Ibn Saud Islamic Univ IMSIU, Coll Comp & Informat Sci, Comp Sci Dept, Riyadh 11432, Saudi Arabia.

通讯机构：

[Rashid, S ] G

Govt Coll Univ, Dept Math, Faisalabad 38000, Pakistan.

Lebanese Amer Univ, Dept Comp Sci & Math, Beirut 1401, Lebanon.

语种：

英文

期刊：

Scientific Reports

ISSN：

2045-2322

年：

2023

卷：

期：

页码：

18180

DOI：

10.1038/s41598-023-45227-8

基金类别：

The work was supported and funded by the Deanship of Scientific Research at Imam Mohammad Ibn Saud Islamic University (IMSIU) (Grant Number IMSIU-RG23061). [IMSIU-RG23061]; Deanship of Scientific Research at Imam Mohammad Ibn Saud Islamic University (IMSIU)

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摘要：

The multiple activities of neurons frequently generate several spiking-bursting variations observed within the neurological mechanism. We show that a discrete fractional-order activated nerve cell framework incorporating a Caputo-type fractional difference operator can be used to investigate the impacts of complex interactions on the surge-empowering capabilities noticed within our findings. The relevance of this expansion is based on the model's structure as well as the commensurate and incommensurate fractional-orders, which take kernel and i...

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An advanced approach for the electrical responses of discrete fractional-order biophysical neural network models and their dynamical responses

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