Evolutionary synthesis of a trajectory integrator for an analogue brain-computer interface mouse
Applications of Evolutionary Computation: EvoApplications 2011: EvoCOMPLEX …, 2011•Springer
Recently significant steps have been made towards effective EEG-based brain-computer
interfaces for mouse control. A major obstacle in this line of research, however, is the
integration of the noisy and contradictory information provided at each time step by the
signal processing systems into a coherent and precise trajectory for the mouse pointer. In
this paper we attack this difficult problem using genetic programming, obtaining extremely
promising results.
interfaces for mouse control. A major obstacle in this line of research, however, is the
integration of the noisy and contradictory information provided at each time step by the
signal processing systems into a coherent and precise trajectory for the mouse pointer. In
this paper we attack this difficult problem using genetic programming, obtaining extremely
promising results.
Abstract
Recently significant steps have been made towards effective EEG-based brain-computer interfaces for mouse control. A major obstacle in this line of research, however, is the integration of the noisy and contradictory information provided at each time step by the signal processing systems into a coherent and precise trajectory for the mouse pointer. In this paper we attack this difficult problem using genetic programming, obtaining extremely promising results.
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