Practicing fast-decision BCI using a "goalkeeper" paradigm

  • Ramsey L
  • Tangermann M
  • Haufe S
  • et al.
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Abstract

Brain-computer interfacing (BCI) aims at providing paralyzed patients with a communication device that obviates the need of using the usual motor pathways. A large number of BCI systems is based on motor imagery for encoding the user's intention. Motor imagery typically leads to event-related desynchronization (ERD) of the 10 Hz mu-rhythm in the motor cortex associated to the respective limb. This EEG phenomenon can be used for feedback control for most subjects by a classifier that was individually trained on the subject's EEG 1,2. We introduce the goalkeeper paradigm that aims at improving online BCI performance by subject training under time pressure conditions.

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Ramsey, L., Tangermann, M., Haufe, S., & Blankertz, B. (2009). Practicing fast-decision BCI using a “goalkeeper” paradigm. BMC Neuroscience, 10(S1). https://doi.org/10.1186/1471-2202-10-s1-p69

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