For decades, researchers have sought to decipher the intricacies of the human brain. Recent advances in synthetic intelligence, particularly in the field of machine learning, are presenting a novel approach to this daunting challenge. Inspired by the organization of biological nerve cells, neural networks consist of linked nodes or layers that pro