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SCIESCOPUS
A Ternary Hybrid EEG-NIRS Brain-Computer Interface for the Classification of Brain Activation Patterns during Mental Arithmetic, Motor Imagery, and Idle StateGo to Linkopen access

Shin, Jaeyoung; Kwon, Jinuk; Im, Chang-Hwan

ArticleIssue Date2018CitationFrontiers in Neuroinformatics, v.12, pp 1 - 9PublisherFrontiers Media S.A.
Development of an Online Home Appliance Control System Using Augmented Reality and an SSVEP-Based Brain-Computer InterfaceGo to Link

Park, Seonghun; Cha, Ho-Seung; Kwon, Jinuk; Kim, Hodam; Im, Chang-Hwan

ConferenceIssue Date2020Citation8th International Winter Conference on Brain-Computer Interface, BCI 2020, pp.1 - 2PublisherInstitute of Electrical and Electronics Engineers Inc.PlaceKO; Gangwon, Korea (South)
SCIESSCISCOPUS
Functional Near-Infrared Spectroscopy-Based Computer-Aided Diagnosis of Major Depressive Disorder Using Convolutional Neural Network with a New Channel Embedding Layer Considering Inter-Hemispheric Asymmetry in Prefrontal Hemodynamic ResponsesGo to Linkopen access

Lee, Kyeonggu; Kwon, Jinuk; Chun, Minyoung; Choi, Jongkwan; Lee, Seung-Hwan; Im, Chang-Hwan

ArticleIssue Date2024CitationDepression and Anxiety, v.2024, no.1, pp 1 - 11PublisherJohn Wiley & Sons Inc.
SCIESSCISCOPUS
Functional near-infrared spectroscopy-based computer-aided diagnosis of major depressive disorder using explainable artificial intelligence: Comparison with conventional machine learningGo to Link

Lee, Kyeonggu; Chun, Minyoung; Kwon, Jinuk; Choi, Jongkwan; Lee, Seung-Hwan; Im, Chang-Hwan

ArticleIssue Date2026CitationJOURNAL OF AFFECTIVE DISORDERS, v.397, pp 1 - 11PublisherELSEVIER
SCIESCOPUS
In-Car Environment Control Using an SSVEP-Based Brain-Computer Interface with Visual Stimuli Presented on Head-Up Display: Performance Comparison with a Button-Press Interfaceopen access

Park, Seonghun; Kim, Minsu; Nam, Hyerin; Kwon, Jinuk; Im, Chang-Hwan

ArticleIssue Date2024CitationSensors, v.24, no.2, pp 1 - 14PublisherMultidisciplinary Digital Publishing Institute (MDPI)
SCIESCOPUS
New Method for Pure-Tone Audiometry Using Electrooculogram: A Proof-of-Concept StudyGo to Linkopen access

Kim, Do Yeon; Kwon, Jinuk; Kim, Joo-Young; Cha, Ho-Seung; Kim, Yong-Wook; Kim, In Young; Im, Chang-Hwan

ArticleIssue Date2018CitationSENSORS, v.18, no.11, pp.1 - 8PublisherMDPI
SCIESCOPUS
Novel three-axis accelerometer-based silent speech interface using deep neural networkGo to Link

Kwon, Jinuk; Nam, Hyerin; Chae, Younsoo; Lee, Seungjae; Kim, In Young; Im, Chang-Hwan

ArticleIssue Date2023CitationENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v.120, pp.1 - 10PublisherPERGAMON-ELSEVIER SCIENCE LTD
SCIESCOPUS
Performance enhancement of a brain-computer interface using high-density multi-distance NIRSGo to Linkopen access

Shin, Jaeyoung; Kwon, Jinuk; Choi, Jongkwan; Im, Chang-Hwan

ArticleIssue Date2017CitationScientific Reports, v.7, pp 1 - 10PublisherNature Publishing Group
SCIESCOPUS
Performance Improvement of Near-Infrared Spectroscopy-Based Brain-Computer Interfaces Using Transcranial Near-Infrared Photobiomodulation With the Same DeviceGo to Link

Kwon, Jinuk; Im, Chang-Hwan

ArticleIssue Date2020CitationIEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, v.28, no.12, pp.2608 - 2614PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Subject-Independent Functional Near-Infrared Spectroscopy-Based Brain-Computer Interfaces Based on Convolutional Neural NetworksGo to Linkopen access

Kwon, Jinuk; Im, Chang-Hwan

ArticleIssue Date2021CitationFrontiers in Human Neuroscience, v.15, pp.1 - 9PublisherFrontiers Media S.A.
SCIESCOPUS
Subject-Independent Silent Speech Classification Using Three-Axis Accelerometers with z-Axis Vector Rotation-Based Data AugmentationGo to Link

Jung, Sungmin; Sohn, Jang Jay; Kwon, Jinuk; Im, Chang-Hwan

ArticleIssue Date2026CitationIEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, v.34, pp 1686 - 1697PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Ternary Near-Infrared Spectroscopy Brain-Computer Interface With Increased Information Transfer Rate Using Prefrontal Hemodynamic Changes During Mental Arithmetic, Breath-Holding, and Idle StateGo to Linkopen access

Shin, Jaeyoung; Kwon, Jinuk; Choi, Jongkwan; Im, Chang-Hwan

ArticleIssue Date2018CitationIEEE ACCESS, v.6, pp.19491 - 19498PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
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