An EEG (electroencephalogram) machine is a device that records the electrical activity of the brain using electrodes placed on the scalp. It measures and records the electrical signals, or brain waves, produced by neurons, which appear as a graph on a computer screen. This helps doctors diagnose and monitor conditions like epilepsy, sleep disorders, and brain damage.