Neural networks, celebrated for their capacity to interpret complex data, have become a pillar of modern artificial intelligence. However, their sophisticated design often lies as a mystery, leading to the common "black box" {phenomenon|. For those seeking to comprehend the inner operations of these powerful systems, a journey into their depths is