Journal

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(†equally contributed authors, * corresponding authors, D: domestic journal in Korea)

In Preparation
 

• B. H. Hong, Y.-S. Kim,, and S.-E. Kim*, "Age-dependent brain connectivity analysis", data recording.

• I.-K. Song†, Y.-S. Kim†, B. A. Lee, W.-J. Shin, and S.-E. Kim*, "Age-dependent electroencephalographic spectral patterns during hypothermic cardiopulmonary bypass in children", writing.

• J. Yim and S.-E. Kim*, "Score-based EEG Data Augmentation," writing.

• T. Kang, C. Shin, and S.-E. Kim*, "CNN to SNN conversion." writing.

• H. Kim, C. Jin, and S.-E. Kim*, "Deep learning for EEG-based emotion recognition," writing.

 

2023

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• [49] I. A. P. A. Crisdayanti. S. Nam, S. Jung, and S.-E. Kim, "Attention Feature Fusion Network via Knowledge Propagation for Automated Respiratory Sound Classification," submitted to IEEE Transactions on Industrial Informatics.
   

• [48] C. Kang, H. J. Ku, H. H. Moon, S.-E. Kim, J. H. Jo, Y. I. Choi, and D. H. Shin, "Tailoring Artificial Intelligence for Safe Liver Resection Volume Prediction in Major Hepatectomy," submitted to Computers in Biology and Medicine.
   

• [47] H.-S. Lee, C. Jin, C. Shin, and S.-E. Kim*, "Sparse Diffusion LMS Algorithm with Hard Thresholding over Networks," Mathematics, vol. 11, no. 22, pp. 4638, Nov. 2023.
   

• [46] C. Jin, A. H. Song, and S.-E. Kim*, "Two-Phase Multitask Autoencoder-Based Deep Learning Framework for Subject-Independent EEG Motor Imagery Classification," submitted to IEEE Journal of Biomedical and Health Informatics.
   

• [45] B. Park, S. Y. Kim, J.-S. Park, H. Cho, S.-E. Kim, H. Ryu, and K. Seo, "Integrating biomarkers from virtual reality and magnetic resonance imaging: A multimodal learning approach for early detection of mild cognitive impairment," submitted to Information Processing and Management.
   

• [44] T. Kang, K.-I. Oh, J.-J. Lee, S.-E. Kim, W. Lee, S.-E. Kim, and W. Oh, "Interference-Robust Fake Fingerprint Detection by Spiking Neural Network-Based Feature Weighting for Electric Response," submitted to IEEE Transactions on Instrumentation and Measurement.
   

• [43] S.-E. Kim†, C. Shin†, J. Yim, K. Seo, H. Ryu, H. Choi, J. Park*, and B.-K. Min*, "Resting-State Electroencephalographic Characteristics Related to Mild Cognitive Impairments," Frontiers in Psychiatry. vol. 14, no. 1231861, Sept. 2023.
   

• [42] T. Kang, K.-I. Oh, J.-J. Lee, S.-E. Kim, W. Lee, W. Oh, and S.-E. Kim*, "Anti-spoofing for Fingerprint Recognition Using Electric Body Pulse Response," IEEE Internet of Things Journal in press.
   

• [41] Y.-S. Kim†, J. Kim†, S. Park, K. N. Kim, Y. Ha, S. Yi, D. A. Shin, S. U. Kuh, C. K. Lee, B.-N. Koo*, S.-E. Kim*, "Differential Effects of Sevoflurane and Desflurane on Intraoperative Electroencephalogram Dynamics Associated with Postoperative Delirium", Journal of Clinical Anesthesia, in major revision.
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• [40] Y. Kwak, K. Kong, W.-J. Song, and S.-E. Kim*, "Subject-Invariant Deep Neural Networks based on Baseline Correction for EEG Motor Imagery BCI," IEEE Journal of Biomedical and Health Informatics, vol. 27, no 4, pp. 1801-1812, Apr. 2023.

2022

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• [D4] J. Park, K. Seo, S.-E. Kim, H Ryu, and H. Choi*, "Early Screening of Mild Cognitive Impairment Through Hand Movement Analysis in Virtual Reality Based on Machine Learning: Screening of MCI Through Hand Movement in VR," Journal of Cognitive Intervention and Digital Health, vol. 1, no. 1, pp. 1-7, Dec 2022.
   

• [39] S.-E. Kim, H. S. Kim, Y. Kwak, M.-H. Ahn, K. M. Choi, and B.-K. Min*, "Neurodynamic Correlates for the Cross-frequency Coupled Transcranial Alternating Current Stimulation during Working Memory Performance," Frontiers in Neuroscience, vol. 16, pp. 1013691, Oct 2022.
   

• [38] T. Kang, K.-I. Oh, J.-J. Lee, S.-E. Kim, S.-E. Kim, W. Lee, and W. Oh*, "Spiking Neural Networks-inspired Signal Detection Based on Measured Body Channel Response," IEEE Transactions on Instrumentation and Measurement, vol. 71, Jul 2022.
   

• [37] K. Kong, J. Lee, Y. Kwak, Y.-R. Cho, S.-E. Kim, and W.-J. Song*, "Penalty based Robust Learning with Noisy Labels," Neurocomputing. vol. 489, pp. 112-127, Jun 2022.
   

• [36] Y. Kwak, W.-J. Song, and S.-E. Kim*, "FGANet: fNIRS-guided Attention Network for Hybrid EEG-fNIRS Brain-Computer Interfaces," IEEE Transactions on Neural Systems and Rehabilitation Engineering. vol. 30, pp. 329-339, Feb 2022.
   

• [35] A. H. Song†, S.-E. Kim†*, and E. N. Brown "Adaptive State-Space Multitaper Spectral Estimation", IEEE Signal Processing Letters, vol. 29, pp. 523-527, Jan 2022.

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2021

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• [34] T. Kang, K.-I. Oh, J.-J. Lee, B.-S. Park, W. Oh, and S.-E. Kim*, "Measurement and Analysis of Human Body Channel response for Biometric Recognition," IEEE Transactions on Instrumentation and Measurement,​ vol. 70, Aug 2021.
   

• [33] T. Kang, J.-H. Hwang, H. Kim, S.-E. Kim, K.-I. Oh, J.-J. Lee, H.-I. Park, S.-E. Kim, W. Oh, and W. Lee*, "Measurement and Evaluation of Electric Signal Transmission Through Human Body by Channel Modelling, System Design, and Implementation," IEEE Transactions on Instrumentation and Measurement, vol. 70, May 2021.
   

• [D3] S.-H. Jin, M. Yoo, T.-H. Kim, S.-E. Kim, H. Yi, and H. Choi, "Engineering College Students' Experience of Online Discussion Activities Using the Visual Dashboards," Journal of Engineering Education Research, vol. 24, no. 1, pp. 24-33, Jan 2021. (Korean)

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2020

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• [32] H.-S. Lee, J.-W. Lee, W.-J. Song and S.-E. Kim*, "Adaptive Algorithm for Sparse System Identification based on Hard-Thresholding Techniques," IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 67, no. 12, pp. 3597-3601, Dec 2020.
   

• [31] H. Park†, Y. Kim†, S. Kim, A. J, S.-E. Kim*, and W. Choi*, "Comparison of Electroencephalogram between Propofol- and Thiopental-induced Anesthesia for Awareness Risk in Pregnant Women", Scientific Reports, 10:6192, Apr 2020.
   

• [D2] B.-S. Park, E.-J Kang, T. Kang, J.-J. Lee, and S.-E. Kim*, "User Recognition Method using Human Body Impulse Response Signals," Journal of Institute of Korean Electrical and Electronics Engineers, vol. 24, no. 1, pp. 120-126, Mar 2020. (Korean)
   

• [30] Y. Kwak, K. Kong, W.-J. Song, B.-K. Min and S.-E. Kim*, "Multilevel Feature Fusion with 3D Convolutional Neural Network for EEG Based Workload Estimation", IEEE ACCESS, vol. 8, pp. 16009-16021, Jan 2020.

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2019

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• [29] J.-H. Chung and T. Kang*, D. Kwun, J. Lee, and S.-E. Kim*, "User Recognition based on Human Body Impulse Response: A Feasibility Study," IEEE ACCESS, vol. 8, pp. 6627-6637, Dec 2019.
   

• [D1] Y.-S. Kim, B.-S. Park, and S.-E. Kim*, "Low Noise Time-Frequency Analysis Algorithm for Real-Time Spectral Estimation," Journal of Institute of Korean Electrical and Electronics Engineers, vol. 23, no. 3, pp. 805-810, Sep 2019. (Korean)
   

• [28] Y. Kwak, W.-J. Song, and S.-E. Kim*, "Speckle-Noise-Invariant Convolutional Neural Network for SAR Target Recognition," IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 4, pp. 549-553, Apr 2019.
  
   

2018
 

• [27] S.-E. Kim*, D. Ba, and E. N. Brown, "A Multitaper Frequency-Domain Bootstrap Method," IEEE Signal Processing Letters, vol. 25, no. 12, pp. 1805-1809, Dec 2018.
   

• [26] J.-W. Lee, J.-T. Kong, W.-J. Song, and S.-E. Kim*, "Data-Reserved Periodic Diffusion LMS for Reducing Communications over Networks," IEEE ACCESS, vol. 6, pp. 54636-54650, Sep 2018.
   

• [25] J.-T. Kong, D.-C. Ahn, S.-E. Kim, and W.-J. Song*, "Robust Distributed Clustering Algorithm over Multitask Networks," IEEE ACCESS, vol. 6, pp. 45439-45447, Aug 2018.
   

• [24] L. Cornelissen†*, S.-E. Kim†, P. L. Purdon, E. N. Brown, and C. B. Berde, "Electroencephalographic Markers of Brain Development during Sevoflurane Anaesthesia in Children up to 3 Years Old," British Journal of Anaesthesia, vol. 120, no. 6, pp. 1274-1286, Jun 2018. (Featured in Front Cover)
   

• [23] S.-E. Kim†, M. Behr†, D. Ba†, and E. N. Brown*, "State-Space Multitaper Time-Frequency Analysis," PNAS, vol. 115, no.1, pp. E5-E14, Jan 2018. (Featured in MIT News)
   

• [22] O. Akeju, L. Hobbs, L. Gao, S. Burns, K. Pavone, G. S. Plummer, E. C. Walsh, T. Houle, S.-E. Kim, M. T. Bianchi, J. M. Ellenbogen, E. N. Brown, "Dexmedetomidine Promotes Biomimetic Non-rapid Eye Movement Stage 3 Sleep in Humans: A Pilot Study," Clinical Neurophysiology, vol. 129, no. 1, pp. 69-78, Jan 2018.
  
   

2017

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• [21] J.-T. Kong, J.-W. Lee, S.-E. Kim, and W.-J. Song*, "Diffusion LMS Algorithm with Muti-combination for Distributed Estimation: Formation and Performance Analysis," Digital Signal Processing, vol. 71, pp. 117-130, Dec 2017.
   

• [20] F. J. Flores, K. E. Hartnack, K. A. B. Fath, S.-E. Kim, M .A. Wilson, E. N. Brown, and P. L. Purdon, "Thalamocortical Synchronization during Induction and Emergence from Propofol-induced Anesthesia," PNAS, vol. 114, no. 32, pp. E6660-E6668, Aug 2017.
  
   

2016

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• [19] O. Akeju†*, S.-E. Kim†, R. Vazquez, J. Rhee, K. J. Pavone, L. E. Hobbs, P. L. Purdon, and E. N. Brown, "Spatiotemporal Dynamics of Dexmedetomidine-induced Electroencephalogram Oscillations," PLoS ONE, vol. 11, no. 10, e0163431, Oct 2016.
   

• [18] J. Kenny, J. Chemali, C. J. Van Dort, S.-E. Kim, D. Ba, N. E. Taylor, E. N. Brown, and K. Solt*, "Physostigmine and Methylphenidate Induce Distinct Arousal States during Isoflurane General Anesthesia in Rats,'' Anesthesia & Analgesia, vol. 123, no. 5, pp. 1210-1219, Nov 2016.
   

• [17] S.-E. Kim, J.-W. Lee, and W.-J. Song*, "A Noise Resillent Affine Projection Algorithm and Its Performance Analysis," Signal Processing, vol. 121, pp. 94-101, Apr 2016.

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2015

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• [16] L. Cornelissen†*, S.-E. Kim†, P. L. Purdon, E. N. Brown, and C. B. Berde, "Age-dependent Electroencephalogram (EEG) Patterns during Sevoflurane General Anesthesia in Infants," eLife, 06513, 2015.
   

• [15] M. B. Westover*, S.-E. Kim, SN Ching, P. L. Purdon, and E. N. Brown, "Robust Control of Burst Suppression for Medical Coma," Journal of Neural Engineering, vol. 12, no. 4, 046004 (22pp), Aug 2015.
   

• [14] H.-S. Lee, S.-E. Kim, J.-W. Lee, and W.-J. Song*, "A Variable Step-size Diffusion LMS Algorithm for Distributed Estimation," IEEE Transactions on Signal Processing, vol. 63, no. 7, pp. 1808-1820, Apr 2015.
   

• [13] J. W. Lee, S.-E. Kim, and W.-J. Song*, "Data-selective Diffusion LMS for Reducing Communication Overhead," Signal Processing, vol. 113, pp. 211-217, Aug 2015.

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2009-2014

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• [12] K.-H. Kim, Y. S. Choi, S.-E. Kim, and W.-J. Song*, "A Low-Complexity Complementary-Pair Affine Projection Adaptive Filter," IEICE Trans Fundamentals Elec, Comm & Comp Sci, vol. E97-A, no. 10, pp.2074-2078, Oct 2014.
   

• [11] S.-E. Kim, Y.-S. Choi, J.-W. Lee, and W.-J. Song*, "Partial-Update Normalized Sign LMS Algorithm Employing Sparse Updates," IEICE Trans Fundamentals Elec, Comm & Comp Sci, vol. E96-A, no. 6, pp. 1482-1487, Jun 2013.
   

• [10] M.-K. Song, S.-E. Kim, Y.-S. Choi, and W.-J. Song*, "Selective Normalized Subband Adaptive Filter with Subband Extension," IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 60, no. 2, pp. 101-105, Feb 2013.
   

• [9] J.-W. Lee, S.-E. Kim, W.-J. Song, and A. H. Sayed*, "Spatio-Temporal Diffusion Strategies for Distributed Estimation and Detection over Networks," IEEE Transactions on Signal Processing, vol. 60, no. 8, pp. 4017-4034, Aug 2012.
   

• [8] Y.-S. Choi, S.-E. Kim, and W.-J. Song*, "Noise-Robust Normalized Subband Adaptive Filtering," IET Electronics Letters, vol. 48. no. 8, pp. 432-434, Apr 12, 2012.
   

• [7] S.-E. Kim, J.-W. Lee, and W.-J. Song*, "A Theory on the Convergence Behavior of the Affine Projection Algorithm," IEEE Transactions on Signal Processing, vol. 59, no. 12, pp. 6233-6239, Dec 2011.
   

• [6] K.-H. Kim, Y.-S. Choi, S.-E. Kim, and W.-J. Song*, "An Affine Projection Algorithm With Periodically Evolved Update Interval," IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 58, no.11, pp. 763-767, Nov 2011.
   

• [5] K.-H. Kim, S.-E. Kim, and W.-J. Song*, "An Alternating Selection for Parallel Affine Projection Filters," IEICE Trans Fundamentals Elec, Comm & Comp Sci, vol. E94-A no.7 pp.1576-1580, Jul 2011.
   

• [4] S.-E. Kim, Y.-S. Choi, M.-K. Song, and W.-J. Song*, "A Subband Adaptive Filtering Algorithm Employing Dynamic Selection of Subband Filters," IEEE Signal Processing Letters, vol. 17, no. 3, pp. 245-248, Mar 2010.
   

• [3] J.-J. Hong, S.-E. Kim, and W.-J. Song*, "A Clipping Reduction Algorithm Using Backlight Luminance Compensation for Local Dimming Liquid Crystal Displays," IEEE Transactions on Consumer Electronics, vol. 56, no. 1, pp.240-246, Feb 2010.
   

• [2] S.-E. Kim, J.-Y. An, J.-J. Hong, T. W. Lee, C. G. Kim, and W.-J. Song*, "How to Reduce Light Leakage and Clipping in Local Dimming Liquid-Crystal Displays," Journal of the Society for Information Display, vol. 17, no. 12, pp. 1051-1057, Dec 2009.
   

• [1] S.-E. Kim, S.-J. Kong, and W.-J. Song*, "An Affine Projection Algorithm with Evolving Order," IEEE Signal Processing Letters, vol. 16, no. 11, pp. 937-940, Nov 2009.
  
   

Ph.D. Thesis 

• S.-E. Kim, Novel Adaptive Filters with Active Autoregulation Mechanisms, POSTECH, Aug 2010.

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