"Antonio Tepsich Enhances Kolmogorov-Arnold Networks with Convolutional Layers for Increased Parameter Efficiency and Non-Linear Activations"

GitHub - AntonioTepsich/Convolutional-KANs: This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.

Convolutional Kolmogorov-Arnold Network (CKAN) Introducing Convolutional KAN Networks! This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel. Authors This repository was made by: Alexander Bodner | [email protected] | Twitter | LinkedIn Antonio Tepsich | [email protected] | Twitter | LinkedIn Jack Spolski | ...