<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "A Classification method for eye movements direction during REM sleep trained on wake electro-oculographic recordings"^^ . "Rapid eye movements (REMs) are a peculiar and intriguing aspect of REM sleep, even if their physiological function still remains unclear. During this work, a new automatic tool was developed, aimed at a complete description of REMs activity during the night, both in terms of their timing of occurrence that in term of their directional properties. A classification stage of each singular movement detected during the night according to its main direction, was in fact added to our procedure of REMs detection and ocular artifact removal. A supervised classifier was constructed, using as training and validation set EOG data recorded during voluntary saccades of five healthy volunteers. Different classification methods were tested and compared. The further information about REMs directional characteristic provided by the procedure would represent a valuable tool for a deeper investigation into REMs physiological origin and functional meaning."^^ . "2015" . . . "IEEE"^^ . . "IEEE"^^ . . . . . . . . . . . . . . . . . . . . "Marco"^^ . "Laurino"^^ . "Marco Laurino"^^ . . "Alberto"^^ . "Landi"^^ . "Alberto Landi"^^ . . "Monica"^^ . "Betta"^^ . "Monica Betta"^^ . . "D."^^ . "Menicucci"^^ . "D. Menicucci"^^ . . "Angelo"^^ . "Gemignani"^^ . "Angelo Gemignani"^^ . . . . "37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)"^^ . . . . . "Milan, Italy"^^ . . . . . "HTML Summary of #3772 \n\nA Classification method for eye movements direction during REM sleep trained on wake electro-oculographic recordings\n\n" . "text/html" . . . "R Medicine (General)"@en . . . "RC0321 Neuroscience. Biological psychiatry. Neuropsychiatry"@en . .