PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Motivation affects performance in a P300-Brain-Computer Interface
S. Kleih, A. Riccio, D. Mattia, Martijn Schreuder, Michael Tangermann, C. Zickler and A. Kübler
In: 2nd TOBI Workshop, 2-3 Dec 2010, Rome, Italy.

Abstract

In this study we investigated the effect of motivation on Brain-Computer Interface (BCI) performance. We pooled N=90 participants from six different data sets for analysis. The group of the highest motivated participants (N=24) performed significantly better in their BCI task as compared to the least motivated group (N=22). Therefore, we recommend to monitor motivation in BCI settings and to increase it in a training setting.

EPrint Type:Conference or Workshop Item (Poster)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Brain Computer Interfaces
ID Code:7788
Deposited By:Martijn Schreuder
Deposited On:17 March 2011