We investigated the potential use of EMG recordings from voluntary shoulder muscles in individuals with C5 spinal cord injury to automatically control the stimulation to paralyzed shoulder muscles in a taskappropriate manner. A musculoskeletal model of the human shoulder and elbow was used in simulation to train an artificial neural network (ANN) to automatically generate appropriate stimulatio...