Kolmogorov-Arnold Networks

Kolmogorov-Arnold Networks (KANs) have emerged as a promising  advancement in the field of neural networks, offering enhanced  interpretability, efficiency, and adaptability compared to traditional  architectures like the Multi-Layer Perceptron (MLPs).

Brief intro to MLPs

MLPs, or Multi-Layer Perceptrons, are an important part of current neural networks. They are made up of layers of nodes, or "neurons," that are linked to each other and are meant to learn from data and approximate complex, nonlin...