Enhanced brain and muscle signal separation verified by electrical scalp recordings from paralysed awake humans. This project will develop algorithms to separate brain signals from muscle signals in electrical recordings from the scalp. Cleaner brain signal measurement enables improvements in understanding how the brain works, the diagnosis and management of neurological diseases, and the development of brain-controlled devices for very disabled people.