The electromyography (EMG) signal is a bioelectrical signal, generated in muscles during voluntary or involuntary muscle activities. The muscle activities such as contraction or relaxation are always controlled by the nervous system. A fundamental component of many modern prostheses is the myoelectric control system, which uses the Electromyogram (EMG) signals from an individuals muscles to control the prosthesis movements.The main contribution of this paper is an investigation into accurately discriminating between individual and combined fingers movements using surface EMG signals, so that...