CMAC, or Cerebellar Model Articulation Controller, is a type of neural network inspired by the cerebellum's function in the brain, used primarily for function approximation and control tasks. It is known for its ability to learn complex nonlinear mappings quickly and efficiently, making it suitable for real-time applications.