INTERNATIONAL JOURNALS
H. ​G. Yeom and K. M. An, "A Simplified Query-Only Attention for Encoder-Based Transformer Models”, Applied Science, 14(19), 8646, 2024 (IF= 2.5) 
H. ​G. Yeom, J. S. Kim* and C. K. Chung, "A magnetoencephalography dataset during three-dimensional reaching movements for braincomputer interfaces”, Scientific Data, volume 10, Article number: 552, 2023 (IF= 9.8) 
W. S. Choi and H.G. Yeom*, "Studies to Overcome Brain–Computer Interface Challenges", applied sciences, 12(5), 2598, 2022 (IF= 2.679)
H. ​​G. Yeom and H Jeong*, "F-Value Time-Frequency Analysis:Between-Within Variance Analysis", Front. Neurosci., 15:729449.doi: 10.3389/fnins.2021.729449, 2021 (IF= 5.152)
H.D. Jeong, S.T. Shin, and H.G. Yeom*, "Accurate Single-Cell Clustering through Ensemble Similarity Learning", Genes, 12, 1670, 2021  (IF= 4.141)
S.M. Park*+, H.G. Yeom+, and K.B. Sim,“User State Classification Based on Functional Brain Connectivity Using a Convolutional Neural Network”, Electronics, 10, 1158, 2021 (IF=2.690) + contributed equally, cover article
H. ​G. Yeom, J. S. Kim* and C. K. Chung, "LSTM Improves Accuracy of Reaching Trajectory Prediction From Magnetoencephalography Signals”, IEEE Access, volume 8, 2020 (IF= 3.476)
H. ​G. Yeom, J. S. Kim* and C. K. Chung, "Brain mechanisms in motor control during reaching movements: Transition of functional connectivity according to movement states”, Scientific Reports, volume 10, Article number: 567, 2020 (IF= 4.996) selected in "Top 100 in Neuroscience"
H. ​G. Yeom, J. S. Kim* and C. K. Chung, "Macroscopic neural oscillation during skilled reaching movements in humans", Computational Intelligence and Neuroscience, vol. 2016, Article ID 2714052, 8 pages, 2016. (IF= 3.120)
Y. J. Kim, S. W. Park, H. ​G. Yeom, M. S. Bang, J. S. Kim, C. K. Chung and S. W. Kim*, "A Study on a robot arm driven by three-dimensional trajectories predicted from non-invasive neural signals", BioMedical Engineering OnLine. 2015, 14:81 (IF=3.903)
H. ​G. Yeom, J. S. Kim* and C. K. Chung, "High-Accuracy Brain-Machine Interfaces Using Feedback Information", PLOS ONE, 9(7): e103539, 2014 (IF=3.240)
H. ​G. Yeom, W. Hong, D. Y. Kang, C. K. Chung, J. S. Kim*, and S. P. Kim*, "A Study on Decoding Models for the Reconstruction of Hand Trajectories from the Human Magnetoencephalography", BioMed Research International, Volume 2014, Article ID 176857, 8 pages, 2014 (IF=3.411)
H. ​G. Yeom, J. S. Kim and C. K. Chung*, “Estimation of the velocity and trajectory of three-dimensional reaching movements from non-invasive magnetoencephalography signals”, Journal of Neural Engineering, Vol. 10, p. 026006, 2013 (IF=5.379)
H. ​G. Yeom, S.M. Park, J.H. Park and K.B. Sim*,“Superiority Demonstration of Variance-Considered Machines by Comparing Error Rate with Support Vector Machines”, International Journal of Control, Automation, and Systems, vol. 9, no. 3, pp. 595-600, 2011, (IF=3.314)
H. ​G. Yeom and K.B. Sim*, “Membership Function-based Classification Algorithms for Stability improvements of BCI Systems”, International Journal of Fuzzy Logic and Intelligent Systems, Vol. 10, No. 1, pp. 59-64, 2010. (Scopus)
I.H. Jang, H. ​G. Yeom, K.B. Sim*, “Ring sensor and heart rate monitoring system for sensor network applications”, Electronics Letters vol. 44, no. 24, pp. 1393-1394, 2009, (IF=1.370)
 
DOMESTIC JOURNALS
W. S. Choi and H.G. Yeom, “A Brain-Computer Interface Predicting Multi-intention Using An Artificial Neural Network”, Journal of Korean Institute of Intelligent Systems, Vol.31, No.3, pp. 206-212, 2021. (KCI)
H.G. Yeom, "Current Trends in Brain-Computer Interfaces for Real-Life Use", Journal of Institute of Control, Robotics and Systems (2019) 25(9):858-862 (KCI)
S. M. Park, K. B. Sim and H.G. Yeom, “CNN-based Classification of Brain Connectivity using Motor Imagery”, Journal of Korean Institute of Intelligent Systems, Vol.29, No.2, pp. 124-129, 2019. (KCI)
Y. J. Kim, S. W. Park, W. S. Kim, H. G. Yeom, H. G. Seo, Y. W. Lee, M. S. Bang, C. K. Chung, B. M. Oh, J. S. Kim, Y. Kim and S. Kim, "A Study on Applying Guidance Laws in Developing Algorithm which Enables Robot Arm to Trace 3D Coordinates Derived from Brain Signal", Journal of Biomedical Engineering Research 35: 50-54 (2014)
H.G. Yeom and K.B. Sim, “Performance Improvements of Brain-Computer Interface Systems based on Variance-Considered Machines”, Journal of Korean Institute of Intelligent Systems, Vol.20, No.2, pp. 153-158, 2010. (KCI)
H.G. Yeom, I.H. Jang and K.B. Sim, " Brain-Computer Interface based on Changes of EEG on Broca's Area", Journal of Korean Institute of Intelligent Systems, vol. 19, no. 1, pp. 122-127, 2009. (KCI)
K.B. Sim, H.G. Yeom and I.Y. Lee, " EEG Signals Measurement and Analysis Method for Brain-Computer Interface", Journal of Korean Institute of Intelligent Systems, vol. 18, no. 5, pp. 605-610, 2008. (KCI) 
 
INTERNATIONAL CONFERENCE PRESENTATION
​"Multi-Functional Brain-Computer Interface", 2021 The 21st International Conference on Control, Automation and Systems (ICCAS 2021), Ramada Plaza Hotel, Jeju, Korea, Oct. 12~15, 2021
“Arm Movement Prediction from Electrocorticography”, 2020 20th International Conference on Control, Automation and Systems (ICCAS 2020), Online, Oct. 13~16, 2020
“User-state Prediction using Brain Connectivity”, 2019 19th International Conference on Control, Automation and Systems (ICCAS 2019), Jeju, Korea, Oct. 15~18, 2019
“CNN-based Classification of Brain Connectivity using Motor Imagery”, 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems (SCIS) and 19th International Symposium on Advanced Intelligent Systems (ISIS), Toyama, Japan, 5-8 Dec. 2018 
​"Trends and Future of Brain-Computer Interfaces", SCIS&ISIS2018 in conjunction with ISWS2018, Toyama, Japan, Dec. 5-8, 2018. (Oral presentation)
“Consideration of Brain Mechanism for Brain-Machine Interface", 2018 IEEE International Winter Workshop on Brain-Computer Interface, Gangwon, Korea, Jan. 15-17, 2018.
"Motor control mechanism of goal-directed movements", 23th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Vancouver, Canada, Jun. 25-29, 2017.
"Practical Brain-Machine Interface System", 2017 IEEE International Winter Workshop on Brain-Computer Interface, Gangwon, Korea, Jan. 9-11, 2017, pp.1-2, DOI: 10.1109/IWW-BCI.2017.7858153 (Oral presentation)​
"Neural mechanism of the motor system during reaching movements", 20th International Conference on Biomagnetism (BIOMAG), Seoul, Korea, Oct. 1-6, 2016.
"Envelope of gamma activity represents the direction preference at macroscopic level", 22th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Geneva, Switzerland, Jun. 26-30, 2016.
"Common Neural Mechanism for Reaching Movements", 2016 IEEE International Winter Workshop on Brain-Computer Interface, Gangwon, Korea, Feb. 22-24, 2016, pp.1-3, DOI: 10.1109/IWW-BCI.2016.7457439 (Oral presentation)​​​
“Macroscopic neural dynamics during reaching movements", 21th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Honolulu, Hawaii, Jun. 14-18, 2015.
"High-Performance Brain Machine Interface Combining Image Information", 19th International Conference on Biomagnetism (BIOMAG), Halifax, Canada, Aug. 24-28, 2014.
"Accurate Movement Prediction Combining Artificial Feedback Information", 20th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Hamburg, Germany, Jun. 8-12, 2014.
“A high-performance brain-machine interface (BMI) using image information”, 2014 IEEE International Winter Workshop on Brain-Computer Interface, Seoul, Gangwon, Feb. 17-19, 2014, pp.1-3, DOI: 10.1109/iww-BCI.2014.6782564
“Movement prediction with sensory feedback and environmental interaction”, 2014 IEEE International Winter Workshop on Brain-Computer Interface, Gangwon, Korea, Feb. 17-19, 2014, pp.1-2, DOI: 10.1109/iww-BCI.2014.6782546
"A novel method for high-performance of brain-machine interface", 19th Annual Meeting of the Organization for Human Brain Mapping (OHBM), WA, USA, Jun. 16-20, 2013.
“Decoding three-dimensional arm movements for brain-machine interface”, 2013 IEEE International Winter Workshop on Brain-Computer Interface, Gangwon, Korea, Feb. 18-20, 2013, pp.43-45, DOI: 10.1109/IWW-BCI.2013.6506624
"Movement estimation from delta wave of MEG signals”, 18th International Conference on Biomagnetism (BIOMAG), Paris, France, Aug. 26-30, 2012.
“Estimation of three-dimensional movement trajectory from MEG signals”, BRC Int'l Conference2012 in conjunction with the 5th BRC-UK Joint Symposium on Neuroscience, JeJu Korea. Jun. 27-29, 2012
"Estimation of three-dimensional movement trajectory from MEG signals", 18th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Beiging, China, Jun. 10-14, 2012. (Oral presentation)
"Movement trajectory estimation in three-dimensions from Magnetoencephalographic signals", 5th International Brain-Computer Interface Conference 2011, Graz, Austria, Sep. 22-24, 2011.
"Brain signal change during directional hand movements", 17th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Quebec City, Canada, Jun. 26-30, 2011.
"m-Variance Considered Machines: Membership Function based Classification Algorithms", 10th International Symposium on Advanced Intelligent Systems, Busan, Korea, Aug. 17~19, 2009. (Oral presentation)
"Variance Considered Machines: Modification of Optimal Hyperplanes in Support Vector Machines", IEEE International Symposium on Industrial Electronics, Seoul, Korea, Jul. 5-8, 2009. (Oral presentation)
"ERS and ERD Analysis during the Imaginary Movement of Arms", International Conference on Control, Automation and Systems, Seoul, Korea, Oct. 14-17, 2008, pp.2476-2480, DOI: 10.1109/ICCAS.2008.4694270 (Oral presentation)​​​ 
 
DOMESTIC CONFERENCE PRESENTATIONS
​"Multiple-Intention EEG Classification Using Convolutional Neural Networks", 2021 Korean Institute of Intelligent Systems Society Autumn Conference, Gwangju, Korea, Nov. 19 - 20, 2021.
“Multi-Functional Brain-Computer Interface Using Convolutional Neural Networks”, 36th ICROS Annual Conference (ICROS 2021), Yeosu, Korea, Jun. 23-25, 2021
​“Multi Functional Brain Computer Interface”, 2020 Korean Institute of Intelligent Systems Society Autumn Conference, Jeonju, Korea, Nov. 27 - 28, 2020.
“Arm Movement Prediction using LSTM”, 35th ICROS Annual Conference (ICROS 2020), Sokcho, Korea, July 2-4, 2020
“Research Trend of Brain-Computer Interfaces”, 34th ICROS Annual Conference (ICROS 2019), Gyeongju, Korea, May 16-18, 2019
“CNN-based Classification of Brain Connectivity using Motor Imagery”, 2018 Korean Institute of Intelligent Systems Society Autumn Conference, Wonju, Korea, Oct. 26 - 27, 2018.
“Transition of Functional Connectivity According to Brain States”, 2018 Korean Institute of Intelligent Systems Society Autumn Conference, Wonju, Korea, Oct. 26 - 27, 2018.
“Brain-Signal Analyses and Brain-Computer Interfaces”, 2018 Korean Institute of Intelligent Systems Society Spring Conference, Yeosu, Korea, Apr. 19 - 21, 2018.
“Research Trend and Future Direction of Brain-Computer Interface”, 2017 Korean Institute of Intelligent Systems Society Autumn Conference, Yeosu, Korea, Nov. 23 - 25, 2017.
"Motor control mechanism during reaching movements", 2016 KHBM Conference, Seoul, Korea, Nov. 4, 2016. (Oral presentation)​​​
"Neural mechanism of different frequency oscillation for reaching movements", 2015 KHBM Conference, Seoul, Korea, Nov. 6, 2015.
"Brain-Machine Interface using feedback-prediction algorithm (FPA)", 2014 KHBM Conference, Seoul, Korea, Nov. 7, 2014.
"An accurate movement prediction method combining feedback information" 2013 KHBM Conference, Seoul, Korea, Nov. 1, 2013.
“Velocity Estimation of Center-Out Reaching Movements”, 2012 KHBM Conference, Seoul, Korea, Nov. 1, 2012.
“Brain-Computer Interface for 3-Dimensional Movement” 2011 KHBM Conference, Seoul, Korea, Nov. 4, 2011.
“Classification of Imaginary Movement EEG Signals using Variance-Considered Machines”, 2009 Korean Institute of Intelligent Systems Society Autumn Conference, Jeju, Korea, Dec. 4-5, 2009.
"System Output Adjustment for BCI based on m-VCM Data Classification Algorithms", 2009 Korean Institute of Intelligent Systems Society Spring Conference, Suwon, Korea, Apr. 24-25, 2009.
 “Change Analysis of Brain Signal on Broca's Area during the Imaginary Speaking”, 2008 Korean Institute of Intelligent Systems Society Autumn Conference, Jinju, Korea, Oct. 31-Nov. 1, 2008.
"EEG Signals Measurement and Analysis Method for Brain-Computer Interface", 2008 Korean Institute of Intelligent Systems Society Spring Conference, Chungju, Korea, Apr. 25-26, 2008.