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Research
Prof. Seong-Whan Lee`s paper accepted in Pattern Recognition
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Prof. Seong-Whan Lee`s new research on `Subject-dependent Classification for Robust Idle State Detection using Multi-modal Neuroimaging and Data-fusion Techniques in BCI` was accepted in Pattern Recognition.

 

Title: Subject-dependent Classification for Robust Idle State Detection using Multi-modal Neuroimaging and Data-fusion Techniques in BCI

 

Abstract:

 

Brain–computer interfaces (BCIs) allow users to control external devices by their intentions. Currently, most BCI systems are synchronous. They rely on cues or tasks to which a subject has to react. In order to design an asynchronous BCI one needs to be able to robustly detect an idle class. In this study, we examine whether multi-modal neuroimaging, based on simultaneous EEG and near-infrared spectroscopy (NIRS) measurements, can assist in the robust detection of the idle class within a sensory motor rhythm-based BCI paradigm. We propose two types of subject-dependent classification strategies to combine the information of both modalities. Our results demonstrate that not only idle-state decoding can be significantly improved by exploiting the complementary information of multi-modal recordings, but also it is possible to minimize the delay of the system, caused by the slow inherent hemodynamic response of the NIRS signal.
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Research
Prof. Seong-Whan Lee's paper accepted in IEEE Trans. on Pattern Analysis and Machine Intelligence
Prof. Seong-Whan Lee's paper accepted in IEEE Trans. on Pattern Analysis and Mac…
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2017-02-14

Prof.Jae-Ho Han’s paper accepted in IEEE/ASME Transactions on Mechatronics
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Prof. Jae-Ho Han’s new research on `Real-Time Triple Field of View Interferometry for Scan-Free Monitoring of Multiple Objects` was accepted in IEEE/ASME Transactions on Mechatronics. Title: Real-Time Triple Field of View Interferometry for Scan-Free Monitoring of Multiple ObjectsAbstract:Synchronous scanning of multiple objects is essential to health monitoring of cells with high reliability. In general, monitoring multiple objects with f…

2017-01-17

Prof.Heung-II Suk’s paper accepted in Medical Image Analysis
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2017-01-13

Prof.Byoung-Kyong Min’s paper accepted in Scientific Reports
Prof.Byoung-Kyong Min’s paper accepted in Scientific Reports
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2016-10-13

Prof.Byoung-Kyong Min’s paper accepted in Hearing Research
Prof.Byoung-Kyong Min’s paper accepted in Hearing Research
Prof. Byoung-Kyong Min’s new research on `Top-down and Bottom-up Neurodynamic Evidence in Patients with Tinnitus` was accepted in Hearing Research. Title: Top-down and Bottom-up Neurodynamic Evidence in Patients with Tinnitus Abstract:Although a peripheral auditory (bottom-up) deficit is an essential prerequisite for the generation of tinnitus, central cognitive (top-down) impairment has also been shown to be an inherent neuropatholog…

2016-10-07

Prof. Christian Wallraven’s paper accepted in Human Brain Mapping
Prof. Christian Wallraven’s paper accepted in Human Brain Mapping
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2016-09-26

Prof. Christian Wallraven`s paper accepted in Psychonomic Bulletin & Review
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Prof. Christian Wallraven’s new research on `Cannot Avert the Eyes: Reduced Attentional Blink toward Others’ Emotional Expressions in Empathic People` was accepted in Psychonomic Bulletin & Review.Title: Cannot Avert the Eyes: Reduced Attentional Blink toward Others’ Emotional Expressions in Empathic PeopleAbstract: Empathy is one of the core components of social interaction. Although current models of empathy emphasize the role of attention, few…

2016-09-22

Prof. Seong-Whan Lee`s paper accepted in IEEE Transactions on Neural Systems and Rehabilitation Engineering
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2016-05-27

Prof. Jae-Ho Han`s paper accepted in IEEE/OSA Journal of Lightwave Technology
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Prof. Jae-Ho Han`s new research on `In vitro Monitoring of a Cultured Human Retinal Pigment Epithelium Using 1,375-nm Spectral Domain Optical Coherence Tomography` was accepted in IEEE/OSA Journal of Lightwave Technology.Title: In vitro Monitoring of a Cultured Human Retinal Pigment Epithelium Using 1,375-nm Spectral Domain Optical Coherence TomographyAbstract: Measurement of cell number is important in cell-based in vitro screenings for the…

2016-05-27

Prof. Heung-Il Suk`s paper accepted in NeuroImage
Prof. Heung-Il Suk`s paper accepted in NeuroImage
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2016-01-05

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