Neural networks, renowned for their ability to interpret complex data, have become a foundation of modern artificial intelligence. However, their complex design often lies as a puzzle, leading to the common "black box" {phenomenon|. For those aiming to grasp the inner workings of these powerful systems, a exploration into their depths is crucial.

Neural networks, the complex systems of artificial intelligence, have revolutionized fields from natural language processing. Yet, their functional mechanisms remain a puzzling black box. This article aims to penetrate the depths these neural networks, exploring their structure and their learning algorithms. We'll journey through the layers of a ne