Neural Networks, Kolmogorov Arnold Network, AI.
significant drawbacks: Parameter Intensiveness: Effective modeling with MLPs often requires a large number of parameters (wi​,bi​,ai​), which increases computational costs and the risk of overfitting. Opacity in Functioning: MLPs do not readily offer insights into their decision-making processes, a