Towards an Eye-Brain-Computer Interface: Combining Gaze with the Stimulus-Preceding Negativity for Target Selections in XR

要旨

Gaze-assisted interaction techniques enable intuitive selections without requiring manual pointing but can result in unintended selections, known as Midas touch. A confirmation trigger eliminates this issue but requires additional physical and conscious user effort. Brain-computer interfaces (BCIs), particularly passive BCIs harnessing anticipatory potentials such as the Stimulus-Preceding Negativity (SPN) - evoked when users anticipate a forthcoming stimulus - present an effortless implicit solution for selection confirmation. Within a VR context, our research uniquely demonstrates that SPN has the potential to decode intent towards the visually focused target. We reinforce the scientific understanding of its mechanism by addressing a confounding factor - we demonstrate that the SPN is driven by the user's intent to select the target, not by the stimulus feedback itself. Furthermore, we examine the effect of familiarly placed targets, finding that SPN may be evoked quicker as users acclimatize to target locations; a key insight for everyday BCIs.

著者
G S Rajshekar Reddy
University of Colorado Boulder, Boulder, Colorado, United States
Michael J. Proulx
Meta Reality Labs Research, Redmond, Washington, United States
Leanne Hirshfield
University of Colorado, Boulder, Colorado, United States
Anthony Ries
DEVCOM Army Research Laboratory, Aberdeen Proving Ground, Maryland, United States
論文URL

https://doi.org/10.1145/3613904.3641925

動画

会議: CHI 2024

The ACM CHI Conference on Human Factors in Computing Systems (https://chi2024.acm.org/)

セッション: Gaze Interaction in Immersive Environments

316A
5 件の発表
2024-05-13 20:00:00
2024-05-13 21:20:00