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Cognitive Systems at The Netherlands Organization for Applied Scientific Research TNO in Soesterberg, The Netherlands and scientific director of the BrainGain consortium He obtained a MSc degree in experimental psychology and a PhD in computer science His research interest is advanced Human Computer Interaction including the following research topics: multimodal interaction, augmented reality and brain-computer interfacing. Dr. Van Erp has several advisory and board functions amongst others for Email: jan.vanerp@tno.nl F. Lotte is a Research Scientist at Inria Bordeaux Sud-Ouest in France. He holds a PhD degree in computer science from the National Institute for Applied Sciences (INSA), in Rennes, France. His research interest includes Brain-Computer Interfaces, Signal processing, Pattern Recognition and Virtual Reality. E-mail: fabien.lotte@inria.fr M. Tangermann is a PostDoc researcher in machine learning at the Intelligent Data Analysis group at the Berlin Institute of Technology, Germany and member of the Berlin Brain- Computer Interface group (BBCI). His current research interest includes Brain-Computer Interfaces, machine learning and auditory attention processes ,