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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. 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, The Absence of Resting-state High-Gamma Cross-Frequency Coupling in Patients with Tinnitus was accepted in Hearing Research.Title: The Absence of Resting-state High-Gamma Cross-Frequency Coupling in Patients with Tinnitus Abstract:Tinnitus is a psychoacoustic phantom perception of currently unknown neuropathology. Despite a growing number of post-stimulus tinnitus studies, uncertainty still exists regar…

2017-10-23

Prof. Dong-Joo Kim's paper accepted in Journal of Neurosurgical Anesthesiology
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Prof. Dong-Joo Kim's new research,  Hemodynamic Instability and Cardiovascular Events After Traumatic Brain Injury Predict Outcome After Artifact Removal With Deep Belief Network Analysis was accepted in Journal of Neurosurgical Anesthesiology.Title: Hemodynamic Instability and Cardiovascular Events After Traumatic Brain Injury Predict Outcome After Artifact Removal With Deep Belief Network AnalysisAbstract:- Background: Hemodynamic ins…

2017-09-27

Prof. Christian Wallraven’s paper accepted in Brain Structure and Function
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Prof. Christian Wallraven’s new research on Neuroanatomical Correlates of Haptic Object Processing: Combined Evidence from Tractography and Functional Neuroimaging was accepted in Brain Structure and Function.Title: Neuroanatomical Correlates of Haptic Object Processing: Combined Evidence from Tractography and Functional NeuroimagingAbstract: Touch delivers a wealth of information already from birth, helping infants to acquire knowledge ab…

2017-09-06

Prof. Seong-Whan Lee's paper accepted in Human Brain Mapping
Prof. Seong-Whan Lee's paper accepted in Human Brain Mapping
Prof. Seong-Whan Lee's new research, Multiple Functional Networks Modeling for Autism Spectrum Disorder Diagnosis was accepted in Human Brain Mapping. Title: Multiple Functional Networks Modeling for Autism Spectrum Disorder Diagnosis AbstractDespite countless studies on Autism Spectrum Disorder (ASD), diagnosis relies on specific behavioral criteria and neuroimaging biomarkers for the disorder are still relatively scarce and …

2017-08-08

Prof. Seong-Whan Lee's paper accepted in IEEE Trans. on Neural Systems and Rehabilitation Engineering
Prof. Seong-Whan Lee's paper accepted in IEEE Trans. on Neural Systems and Rehab…
Prof. Seong-Whan Lee's new research, Motion-based Rapid Serial Visual Presentation for Gaze-Independent Brain-Computer Interfaces was accepted in IEEE Trans. on Neural Systems and Rehabilitation Engineering. Title: Motion-based Rapid Serial Visual Presentation for Gaze-Independent Brain-Computer Interfaces  Abstract: Most event-related potential (ERP)-based brain-computer interface (BCI) spellers primarily use matrix layouts, …

2017-08-02

Prof. Dong-Joo Kim's paper accepted in Neurosurgery
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Prof. Dong-Joo Kim's new research, Abilities of a Densitometric Analysis of Computed Tomography Images and Hemorrhagic Parameters to Predict Outcome Favorability in Patients with Intracerebral Hemorrhagewas accepted in Neurosurgery. Title: Abilities of a Densitometric Analysis of Computed Tomography Images and Hemorrhagic Parameters to Predict Outcome Favorability in Patients with Intracerebral Hemorrhage Abstract: - Background: In…

2017-06-20

Prof. Byoung-Kyong Min's paper accepted in IEEE Transactions on Information Forensics and Security
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Prof. Byoung-Kyong Min's new research, Individual Identification using Cognitive Electroencephalographic Neurodynamics was accepted in IEEE Transactions on Information Forensics and Security. Title: Individual Identification using Cognitive Electroencephalographic Neurodynamics Abstract:As the brain is a unique biological system that reflects the subtle distinctions in the mental attributes of individual humans, electroencephalogra…

2017-05-04

Prof. Byoung-Kyong Min's paper accepted in Trends in Biotechnology
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2017-03-15

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

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