POMDP-BCI: A Benchmark of (Re)Active BCI Using POMDP to Issue Commands

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Authors

Juan Jesús Torre · Institut Superieur de l'Aeronautique et de l'Espace (ISAE-SUPAERO)

Abstract

We believe the proposed POMDP framework provides several interesting properties for future BCI developments, mainly the generalizability to any BCI modality and the possible integration of other physiological or brain data pipelines under a unified decision-making framework.

Topics & Keywords

EEG and Brain-Computer Interfaces Neuroscience and Neural Engineering Neural dynamics and brain function

UN Sustainable Development Goals

Peace, Justice and strong institutions

Publication Details

Published in: IEEE Transactions on Biomedical Engineering

Volume 71, Issue 3, pp. 792-802

DOI: 10.1109/tbme.2023.3318578

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