The construction and approximation of neural networks operators with Gaussian activation function

Mathematical Communications

Chen, Zhixiang²  Cao, Feilong¹ 

[1] Department of Mathematics, China Jiliang University, Hangzhou, Zhejiang Province, P.R. China;Department of Mathematics, Shaoxing University, Shaoxing, Zhejiang Province, P.R. China

关键词: neural network;    Gaussian function;    approximation;    modulus of continuity;   

DOI  :  

学科分类：社会科学、人文和艺术（综合）

来源: Sveuciliste Josipa Jurja Strossmayera u Osijeku * Odjel za Matematiku / University of Osijek, Department of Mathematics

【 摘 要 】

Thispaperstudiestheconstructionandapproximationofneuralnetworkoperatorswithacenteredbell-shapedGaussianactivationfunction.UsingaunivariateGaussianfunctionaclassofCardaliaguet-Euvrardtypenetworkoperatorsis...

【 授权许可】

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