Is controlling a brain-computer interface just a matter of presence of mind? The limits of cognitive-motor dissociation
Perrine Seguin, Emmanuel Maby, Fabien Perrin, Alessandro Farn\`e,, J\'er\'emie Mattout

TL;DR
This paper explores how cognitive-motor dissociation impacts brain-computer interface control, emphasizing that motor system injuries may cause cognitive deficits affecting BCI performance, especially in severely paralyzed patients.
Contribution
It introduces the hypothesis that motor system injuries influence cognitive functions like attention, which are essential for effective BCI control, highlighting the need for better assessment.
Findings
Patients with severe paralysis often have injuries in cognitive motor areas.
Motor system injuries may impair attention, affecting BCI control.
Cognitive deficits in these patients could explain BCI reliability issues.
Abstract
Brain-computer interfaces (BCI) are presented as a solution for people with global paralysis, also known as locked-in syndrome (LIS). The targeted population includes the most severe patients, with no residual eye movements, who cannot use any communication device (Complete LIS). However, BCI reliability is low precisely in these cases, technical pitfalls being considered responsible so far. Here, we propose to consider also that global paralysis could have an impact on cognitive functions that are crucial for being able to control a BCI. We review a bundle of arguments about the role of motor structures in cognition. Especially, we uncover that these patients without oculomotor activity often have injuries in more 'cognitive' structures such as the frontal eye field or the midbrain, exposing them to cognitive deficits further than canonical LIS population. We develop a hypothesis about…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsEEG and Brain-Computer Interfaces · Neural dynamics and brain function · Functional Brain Connectivity Studies
