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dc.contributor.authorChien, Yu-Yien_US
dc.contributor.authorLin, Fang-Chengen_US
dc.contributor.authorZao, John K.en_US
dc.contributor.authorChou, Ching-Chien_US
dc.contributor.authorHuang, Yi-Paien_US
dc.contributor.authorKuo, Heng-Yuanen_US
dc.contributor.authorWang, Yijunen_US
dc.contributor.authorJung, Tzyy-Pingen_US
dc.contributor.authorShieh, Han-Ping D.en_US
dc.date.accessioned2017-04-21T06:56:35Z-
dc.date.available2017-04-21T06:56:35Z-
dc.date.issued2017-02en_US
dc.identifier.issn1741-2560en_US
dc.identifier.urihttp://dx.doi.org/10.1088/1741-2552/aa550den_US
dc.identifier.urihttp://hdl.handle.net/11536/133188-
dc.description.abstractObjective. Interactive displays armed with natural user interfaces (NUIs) will likely lead the next breakthrough in consumer electronics, and brain-computer interfaces (BCIs) are often regarded as the ultimate NUI-enabling machines to respond to human emotions and mental states. Steady-state visual evoked potentials (SSVEPs) are a commonly used BCI modality due to the ease of detection and high information transfer rates. However, the presence of flickering stimuli may cause user discomfort and can even induce migraines and seizures. With the aim of designing visual stimuli that can be embedded into video images, this study developed a novel approach to induce detectable SSVEPs using a composition of red/green/ blue flickering lights. Approach. Based on the opponent theory of colour vision, this study used 32 Hz/40 Hz rectangular red-green or red-blue LED light pulses with a 50% duty cycle, balanced/ equal luminance and 0 degrees/180 degrees phase shifts as the stimulating light sources and tested their efficacy in producing SSVEP responses with high signal-to-noise ratios (SNRs) while reducing the perceived flickering sensation. Main results. The empirical results from ten healthy subjects showed that dual-colour lights flickering at 32 Hz/40 Hz with a 50% duty cycle and 180 degrees phase shift achieved a greater than 90% detection accuracy with little or no flickering sensation. Significance. As a first step in developing an embedded SSVEP stimulus in commercial displays, this study provides a foundation for developing a combination of three primary colour flickering backlights with adjustable luminance proportions to create a subtle flickering polychromatic light that can elicit SSVEPs at the basic flickering frequency.en_US
dc.language.isoen_USen_US
dc.subjectbrain-computer interfaceen_US
dc.subjectinteractive display systemsen_US
dc.subjectsteady-state visual evokeden_US
dc.subjectpotentialsen_US
dc.subjectvisual stimulien_US
dc.subjectpolychromaticen_US
dc.subjectsubtle flickeringen_US
dc.subjectcanonical correlation analysisen_US
dc.titlePolychromatic SSVEP stimuli with subtle flickering adapted to brain-display interactionsen_US
dc.identifier.doi10.1088/1741-2552/aa550den_US
dc.identifier.journalJOURNAL OF NEURAL ENGINEERINGen_US
dc.citation.volume14en_US
dc.citation.issue1en_US
dc.contributor.department分子醫學與生物工程研究所zh_TW
dc.contributor.department資訊工程學系zh_TW
dc.contributor.department光電工程學系zh_TW
dc.contributor.departmentInstitute of Molecular Medicine and Bioengineeringen_US
dc.contributor.departmentDepartment of Computer Scienceen_US
dc.contributor.departmentDepartment of Photonicsen_US
dc.identifier.wosnumberWOS:000393966000002en_US
Appears in Collections:Articles