JOURNAL ARTICLE

A sensorimotor rhythm based goal selection brain-computer interface

Abstract

Different control strategies exist for use in a brain-computer interface (BCI). Although process control is the prevailing control strategy for most sensorimotor rhythm based BCIs, the goal selection strategy more closely resembles normal motor control and may be more accurate, faster to use, and easier to learn. We describe here a sensorimotor rhythm based goal selection BCI and a pilot study to compare it with process control strategy in terms of accuracy and speed of use. In both trained and naïve subjects studied, goal selection outperformed process control.

Keywords:
Brain–computer interface Sensorimotor rhythm Computer science Selection (genetic algorithm) Interface (matter) Rhythm Process (computing) Control (management) Artificial intelligence Electroencephalography Psychology Neuroscience

Metrics

2
Cited By
0.15
FWCI (Field Weighted Citation Impact)
10
Refs
0.53
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

EEG and Brain-Computer Interfaces
Life Sciences →  Neuroscience →  Cognitive Neuroscience
Neural and Behavioral Psychology Studies
Life Sciences →  Neuroscience →  Cognitive Neuroscience
Neuroscience and Neural Engineering
Life Sciences →  Neuroscience →  Cellular and Molecular Neuroscience

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