Cauchy activation function and XNet

We have developed a novel activation function, named the Cauchy Activation Function. This function is derived from the Cauchy Integral Theorem in complex analysis and is specifically tailored for problems requiring high precision. This innovation has led to the creation of a new class of neural netw...

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Vydané v:	Neural networks Ročník 188; s. 107375
Hlavní autori:	Li, Xin, Xia, Zhihong, Zhang, Hongkun
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States Elsevier Ltd 01.08.2025
Predmet:	Algorithms Cauchy Integral Theorem Humans Image classification Neural Networks, Computer Physics-Informed Neural Networks Physics-Informed Neural Networks Cauchy Integral Theorem Image classification
ISSN:	0893-6080, 1879-2782, 1879-2782
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