An apparatus comprising an electromyographic (EMG) control module is disclosed. The apparatus includes an electromyographic (EMG) control module configured to receive EMG information generated by an individual; identify a gesture class based on the EMG information, and train using the received EMG information and the gesture class. The gesture class corresponds to an intended gesture made by the individual.