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Updated: May 30, 2025

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SineKAN:使用正弦激活函数的科尔摩戈罗夫-阿诺德网络

Eric Reinhardt1, Dinesh Ramakrishnan1, Sergei Gleyzer1

  • 1Department of Physics and Astronomy, The University of Alabama, Tuscaloosa, AL, United States.

Frontiers in artificial intelligence
|January 30, 2025
PubMed
概括

新型神经网络SineKAN用重新加权的正弦函数取代了基线函数. 这一创新为密集神经网络提供了可比的准确性,并比现有的科尔摩戈罗夫-阿诺德网络 (KAN) 显著提高了速度.

关键词:
科尔摩戈罗夫-阿诺德网络 (KANs) 是一个科尔莫戈罗夫-阿诺德代表处机器学习 (ML) 是指机器学习.周期性功能的周期性功能.侧侧侧面激活功能的功能

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