A neural network simulates the functioning of the human brain in artificial intelligence by processing information through interconnected nodes, or neurons. This structure allows neural networks to learn complex patterns and relationships in data, enabling tasks such as image recognition, natural language processing, and predictive analysis. Neural networks are foundational in advancing machine learning capabilities.