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What is Parametric Activation Functions For Neural Networks A Tutorial Survey about?

This document is a tutorial survey on parametric activation functions in neural networks, highlighting their significance in enhancing flexibility, optimization, and interpretability compared to traditional static functions. It discusses the transformative impact of these functions, particularly in Kolmogorov-Arnold Networks, and their applications in various neural network architectures. The review also covers notable examples, mathematical formulations, and the advantages of parametric activation function

Author

Armando Rodarte Rodríguez

Language

EN