 Design: Double-blind, randomized, controlled clinical trial. Setting: Home-based rehabilitation. Subjects: Patients in the chronic phase 6 months after stroke. Interventions: Patients will be randomized to an active and a control group. In both groups, treatments will be performed at home, daily, over four weeks. Patients in the active group will be instructed to use a device that provides somatosensory stimulation in the form of electrical stimulation of the median nerve for two hours. Patients in the control group will also be instructed to use the device for two hours, and sham stimulation will be administered. In both groups, patients will be instructed to train activities with the paretic hand immediately after nerve stimulation. 