Neural networks, renowned for their ability to analyze complex data, have become a cornerstone of modern AI. However, their complex structure often persists as a enigma, leading to the familiar "black box" {phenomenon|. For those desiring to comprehend the inner workings of these powerful systems, a voyage into their heart is crucial. Examining