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Mixed-reality EEG interface shows feasibility for target selection

Researchers have developed a mixed-reality (MR) interface that utilizes electroencephalography (EEG) to enable target selection in a disappearing-stimulus environment. The study tested the feasibility of this interface, comparing conditions with distinct object-identifiable cues against uniform cues. While the interface demonstrated feasibility with a statistically significant accuracy rate, the format of the cues did not show a discernible impact on performance in this pilot study. AI

RANK_REASON The cluster contains a research paper detailing a novel interface and experimental results. [lever_c_demoted from research: ic=1 ai=0.7]

Read on arXiv cs.LG →

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Mixed-reality EEG interface shows feasibility for target selection

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The cluster contains a research paper detailing a novel interface and experimental results. [lever_c_demoted from research: ic=1 ai=0.7]
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COVERAGE [1]

  1. arXiv cs.LG TIER_1 English(EN) · Runqi Pan, Takuto Niinuma, Yunshan Huang, Masato Sugino, Kenta Shimba, Kiyoshi Kotani ·

    Target Selection with a Disappearing-Stimulus Mixed-Reality P300 Interface: Feasibility and Object-Distinguishable Versus Uniform Cues

    arXiv:2611.13906v1 Announce Type: new Abstract: Mixed-reality (MR) P300 interfaces can register selectable destinations, such as wheelchair goals, directly in the user's surroundings. When the cues disappear between flashes, however, the user must retain an intended target that i…