Unveiling the Black Box: A Deep Dive into Neural Networks
Neural networks, these systems inspired by the human brain, have transformed fields from image processing to natural language interpretation. Yet, their innerworkings remain largely a mystery, often referred to as the "black box" problem. This intrinsic opaqueness presents challenges for engineers who aim to understand how these complex systems gen