Unveiling the Kolmogorov-Arnold Network (KAN): Principles, Architecture, and Applications in Modern Deep Learning
The Kolmogorov-Arnold Network (KAN) represents a groundbreaking shift in neural network design, rooted in a mathematical theorem proposed by Andrey Kolmogorov and Vladimir Arnold in the 1950s. U...