Kolmogorov, AI, Neural Networks, Machine Learning.
edges and nodes are pruned. This simplification process is crucial for reducing overfitting and computational load. Symbolic Fitting: Symbolic functions are then fitted to the pruned network’s splines. This can be done manually or through automated processes, enhancing the network’s ability to