This diagram elaborately presents the close connections among neural networks, artificial intelligence, and cognitive science. Neural networks, a core branch of artificial intelligence, mimic the connection modes of human brain neurons to process complex data patterns, forming the basis for achieving machine learning and deep learning. The development of artificial intelligence is inseparable from the theoretical foundation of cognitive science, which provides a scientific basis for understanding and simulating human intelligence processes, promoting the innovation and application of AI technology.