UNVEILING THE BLACK BOX: A DEEP DIVE INTO NEURAL NETWORKS

Neural networks, these designs inspired by the human brain, have transformed fields from image recognition to natural language understanding. Yet, their innerworkings remain largely a mystery, often referred to as the "black box" problem. This inherent opaqueness poses obstacles for researchers who strive to explain how these complex systems arrive