A neural network is a computational model inspired by the structure of the brain. It consists of layers of interconnected nodes (neurons) that process information by responding to external inputs and transmitting signals to subsequent layers. Neural networks are used for tasks like pattern recognition, data classification, and decision-making in various applications.