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Influence of the Gaussian colored noise and electromagnetic radiation on the propagation of subthreshold signals in feedforward neural networks

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成果类型:
期刊论文
作者:
Ge, MengYan;Wang, GuoWei;Jia, Ya*贾亚
通讯作者:
Jia, Ya(贾亚
作者机构:
[Jia, Ya; Ge, MengYan; Wang, GuoWei] Cent China Normal Univ, Dept Phys, Wuhan 430079, Peoples R China.
通讯机构:
[Jia, Ya] C
Cent China Normal Univ, Dept Phys, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
feedforward neural network;colored noise;electromagnetic radiation;signal propagation
期刊:
中国科学:技术科学(英文版)
ISSN:
1674-7321
年:
2021
卷:
64
期:
4
页码:
847-857
基金类别:
supported by the National Natural Science Foundation of China (Grant No. 11775091);
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:
Iterative methods are used to simulate the in vitro feedforward neural networks in physiological experiments. Emissivity can be propagated to a minimum of ten groups. However, the discharge activity of each group will be more synchronized. The feedforward neural networks have a wide range of applications in machine learning, and the weight of synapses considerably influences the propagation of weak signals. Herein, we investigated the effect of Gaussian colored noise and electromagnetic radiation on the propagation of the subthreshold excitatory postsynaptic current signals in the input layer ...

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