作者
Aldo Mora-Sánchez, Alfredo-Aram Pulini, Antoine Gaume, Gérard Dreyfus, François-Benoît Vialatte
发表日期
2020/6
期刊
Cognitive Neurodynamics
卷号
14
页码范围
301-321
出版商
Springer Netherlands
简介
We developed a brain–computer interface (BCI) able to continuously monitor working memory (WM) load in real-time (considering the last 2.5 s of brain activity). The BCI is based on biomarkers derived from spectral properties of non-invasive electroencephalography (EEG), subsequently classified by a linear discriminant analysis classifier. The BCI was trained on a visual WM task, tested in a real-time visual WM task, and further validated in a real-time cross task (mental arithmetic). Throughout each trial of the cross task, subjects were given real or sham feedback about their WM load. At the end of the trial, subjects were asked whether the feedback provided was real or sham. The high rate of correct answers provided by the subjects validated not only the global behaviour of the WM-load feedback, but also its real-time dynamics. On average, subjects were able to provide a correct answer 82% of the time …
引用总数
2020202120222023202435613