An auditory oddball brain–computer interface for binary choices

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• 作者：S. Halder ; M. Rea ; R. Andreoni ; F. Nijboer ; E.M. Hammer ; S.C. Kleih ; N. Birbaumer ; A. Kü ; bler
• 关键词：EEG ; BCI ; ERP ; P300 ; Oddball ; Auditory
• 刊名：Clinical Neurophysiology
• 出版年：2010
• 出版时间：April 2010
• 年：2010
• 卷：121
• 期：4
• 页码：516-523
• 全文大小：704 K

文摘

Objective

Brain–computer interfaces (BCIs) provide non-muscular communication for individuals diagnosed with late-stage motoneuron disease (e.g., amyotrophic lateral sclerosis (ALS)). In the final stages of the disease, a BCI cannot rely on the visual modality. This study examined a method to achieve high accuracies using auditory stimuli only.

Methods

We propose an auditory BCI based on a three-stimulus paradigm. This paradigm is similar to the standard oddball but includes an additional target (i.e. two target stimuli, one frequent stimulus). Three versions of the task were evaluated in which the target stimuli differed in loudness, pitch or direction.

Results

Twenty healthy participants achieved an average information transfer rate (ITR) of up to 2.46 bits/min and accuracies of 78.5 % . Most subjects (14 of 20) achieved their best performance with targets differing in pitch.

Conclusions

With this study, the viability of the paradigm was shown for healthy participants and will next be evaluated with individuals diagnosed with ALS or locked-in syndrome (LIS) after stroke.

Significance

The here presented BCI offers communication with binary choices (yes/no) independent of vision. As it requires only little time per selection, it may constitute a reliable means of communication for patients who lost all motor function and have a short attention span.