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A novel memristive neuron model and its energy characteristics

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成果类型:
期刊论文
作者:
Xie, Ying;Ye, Zhiqiu;Li, Xuening;Wang, Xueqin;Jia, Ya
通讯作者:
Jia, Y
作者机构:
[Ye, Zhiqiu; Li, Xuening; Wang, Xueqin; Xie, Ying; Jia, Ya] Cent China Normal Univ, Dept Phys, Wuhan 430079, Peoples R China.
通讯机构:
[Jia, Y ] C
Cent China Normal Univ, Dept Phys, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
Electromagnetic field;Memristor;Energy coding;Stochastic resonance
期刊:
Cognitive Neurodynamics
ISSN:
1871-4080
年:
2024
页码:
1-13
基金类别:
National Natural Science Foundation of China [12175080]; CCNU from the colleges' basic research and operation of MOE [CCNU22JC009]
机构署名:
本校为第一且通讯机构
院系归属:
物理科学与技术学院
摘要:
The functional neurons are basic building blocks of the nervous system and are responsible for transmitting information between different parts of the body. However, it is less known about the interaction between the neuron and the field. In this work, we propose a novel functional neuron by introducing a flux-controlled memristor into the FitzHugh-Nagumo neuron model, and the field effect is estimated by the memristor. We investigate the dynamics and energy characteristics of the neuron, and the stochastic resonance is also considered by applying the additive Gaussian noise. The intrinsic ene...

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