Jong‐In Song

Physics and Astronomy · Physical Sciences

24h-index2.0kcitations219works3.02yr avg
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Research Topics

Semiconductor Quantum Structures and Devices(69), Advanced Photonic Communication Systems(55), Optical Network Technologies(48), Advanced Fiber Laser Technologies(46), Semiconductor materials and devices(42)

Publications218 total

Stereo Matching for Rainy Road Images Using Feature Space Expansion and Lightweight Convolutional Neural Network
Transactions of Korean Society of Automotive Engineers·2025Open Access
Enhanced Electrical Performance in SiC Double-Trench MOSFETs through Optimization Techniques
2024
Smart Insole-Based Classification of Alzheimer’s Disease Using Few-Shot Learning Facilitated by Multi-Scale Metric Learning
IEEE Transactions on Consumer Electronics·2024· 9 cited
Early Alzheimer’s Disease Diagnosis Using Wearable Sensors and Multilevel Gait Assessment: A Machine Learning Ensemble Approach
IEEE Sensors Journal·2023· 36 cited
Deep Learning-Based Multilevel Classification of Alzheimer’s Disease Using Non-invasive Functional Near-Infrared Spectroscopy
Frontiers in Aging Neuroscience·2022· 31 citedOpen Access
Improving the multi‐class classification of Alzheimer’s disease with machine learning‐based techniques: An EEG‐fNIRS hybridization study
Alzheimer s & Dementia·2021· 5 cited
Machine learning–based detection model of early Alzheimer's disease using wearable device and gait assessment
Alzheimer s & Dementia·2021· 1 cited
DeepADNet: A CNN‐LSTM model for the multi‐class classification of Alzheimer’s disease using multichannel EEG
Alzheimer s & Dementia·2021· 16 cited
Multi-Class Classification of Alzheimer’s Disease Using Frontal Cortex Non-invasive fNIRS
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2021
Ensemble bayesian max-margin one-class classifier for SAR target discrimination in complex scenes
IET conference proceedings.·2021
Asymmetric P300 features in Alzheimer's disease may be related to cognitive decline – An EEG study
IBRO Reports·2019Open Access
Gait pattern analysis to suggest one of factors classifying alzheimer's disease level using deep learning based on convolutional neural network
IBRO Reports·2019· 1 citedOpen Access
P2‐227: AD STAGE CLASSIFICATION USING INTEGRATED EEG‐FNIRS FEATURES: MACHINE LEARNING APPROACHES
Alzheimer s & Dementia·2019
A Chopper Stabilized Current-Feedback Instrumentation Amplifier for EEG Acquisition Applications
IEEE Access·2019· 61 citedOpen Access
A Chopper-Stabilized Amplifier With a Tunable Bandwidth for EEG Acquisition Applications
IEEE Access·2019· 26 citedOpen Access
Discrimination of Mental Workload Levels From Multi-Channel fNIRS Using Deep Leaning-Based Approaches
IEEE Access·2019· 51 citedOpen Access
Enabling More Accurate Bounding Boxes for Deep Learning-Based Real-Time Human Detection
Lecture notes in electrical engineering·2018
Remote Optical Frequency Up-Converter Based on Optoelectronic Oscillator
IEEE Photonics Technology Letters·2018· 8 cited
Direct Position Determination Method with Improved Accuracy for Estimating Static Source Position
The Journal of Korean Institute of Electromagnetic Engineering and Science·2018Open Access
P1‐559: TOWARD PERCEPTUAL DEEP LEARNING–BASED ABNORMAL BEHAVIOR PATTERN ANALYSIS FOR PATIENTS WITH ALZHEIMER'S DISEASE
Alzheimer s & Dementia·2018
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Frequent Co-authors

Ho-Jin Song(7), Hyoung-Jun Kim(7), Jae‐Hyung Jang(6), Soo‐Ghang Ihn(5), Jeonghwan Gwak(4), Wonbin Hong(4), Thi Kieu Khanh Ho(3), Jong Woon Bae(3), C. Caneau(3), Byeong C. Kim(3), Kun Ho Lee(3), C. J. Palmstrøm(3), B. P. Van der Gaag(3), K.B. Chough(3), Geunyong Lee(3), Jonghun Jung(3), Dong‐Hwan Jun(2), I. Adesida(2), J.S. Lee(2), Chung-Jae Lee(2)