Psychomotor prognosis of newborns is more serious if prematurity is important and if periventricular leukomalacia or cortical anatomical brain lesions are obvious. However, the conventional imaging (Trans fontanel ultrasound, CT, MRI) is not sufficient in the neonatal period to thoroughly evaluate the neurological risk situations. During the neonatal period, the assessment of autonomic control, in practice easily quantifiable from time and frequency-domain analysis of cardiac RR variability, could be a strong marker, at a given time, from a neurological disorder undetectable by imaging, including sympathetic and parasympathetic nerve conduction dysfunction in some brainstem nuclei and cortical areas.