Neural networks are a subset of artificial intelligence that are designed to recognize patterns. They consist of interconnected nodes, or "neurons," which process input data and generate outputs. Inspired by the structure of the human brain, neural networks are capable of learning from data, making them highly effective for tasks such as image recognition, natural language processing, and even medical diagnostics.