Subject : Neural Network.

Architectural Design and Functionality:

a$)$ Describe the architecture of a Kolmogorov$-$Arnold Network, including the number of layers, types of neurons, and connections between neurons.

b$)$ Discuss how KANs utilize the Kolmogorov$-$Arnold theorem to approximate any continuous function. Provide examples to illustrate this concept.