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EEG brain-computer interfaces (BCI) require a calibration phase prior to the on-line control of the device, which is a difficulty for the practical development of this technology as it is user-, session-and task-specific. The large body of research in BCIs based on event-related potentials (ERP) use temporal features, which have demonstrated to be stable for each user along time, but do not generalize well among tasks different from the calibration task. This paper explores the use of lowdoi:10.1109/embc.2013.6610736 pmid:24110923 dblp:conf/embc/OmedesIMM13 fatcat:a3ac2b4shrcehibymk6fhpn4da