Jong-Hwan Lee
Orcid: 0000-0002-8902-6009
According to our database1,
Jong-Hwan Lee
authored at least 56 papers
between 1999 and 2024.
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Bibliography
2024
Binaural Beats Modulated Affected Emotions: Evidence From Simultaneous Electroencephalography-Functional MRI Study.
Proceedings of the 12th International Winter Conference on Brain-Computer Interface, 2024
Integrated Convolutional and Graph Attention Neural Networks for Electroencephalography.
Proceedings of the 12th International Winter Conference on Brain-Computer Interface, 2024
2022
Acoustic Simulation for Transcranial Focused Ultrasound Using GAN-Based Synthetic CT.
IEEE J. Biomed. Health Informatics, 2022
2021
Predictors of real-time fMRI neurofeedback performance and improvement - A machine learning mega-analysis.
NeuroImage, 2021
2020
fMRI volume classification using a 3D convolutional neural network robust to shifted and scaled neuronal activations.
NeuroImage, 2020
A naturalistic viewing paradigm using 360° panoramic video clips and real-time field-of-view changes with eye-gaze tracking.
NeuroImage, 2020
Real-time Integrated Human Activity Recognition System based on Multimodal User Understanding.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020
2019
Mediation analysis of triple networks revealed functional feature of mindfulness from real-time fMRI neurofeedback.
NeuroImage, 2019
Deep neural network predicts emotional responses of the human brain from functional magnetic resonance imaging.
NeuroImage, 2019
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019
2018
Practical Consideration Factors to Design Array Configuration of Direction Finding System for Airborne Signal Intelligence.
Secur. Commun. Networks, 2018
3D convolutional neural network for feature extraction and classification of fMRI volumes.
Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018
2017
Task-specific feature extraction and classification of fMRI volumes using a deep neural network initialized with a deep belief network: Evaluation using sensorimotor tasks.
NeuroImage, 2017
Evaluation of weight sparsity regularizion schemes of deep neural networks applied to functional neuroimaging data.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia.
NeuroImage, 2016
Evaluation of weight sparsity control during autoencoder training of resting-state fMRI using non-zero ratio and hoyer's sparseness.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2016
Proceedings of the 4th International Winter Conference on Brain-Computer Interface, 2016
2015
Recursive approach of EEG-segment-based principal component analysis substantially reduces cryogenic pump artifacts in simultaneous EEG-fMRI data.
NeuroImage, 2015
The Inclusion of Functional Connectivity Information into fMRI-based Neurofeedback Improves Its Efficacy in the Reduction of Cigarette Cravings.
J. Cogn. Neurosci., 2015
Effects of spatial smoothing and physiological noise removal on brain activity with cigarette craving.
Proceedings of the 3rd International Winter Conference on Brain-Computer Interface, 2015
Desynchronization of the mu oscillatory activity during motor imagery: A preliminary EEG-fMRI study.
Proceedings of the 3rd International Winter Conference on Brain-Computer Interface, 2015
Hub of functional network changes from real-time fMRI neurofeedback on heavy smokers.
Proceedings of the 3rd International Winter Conference on Brain-Computer Interface, 2015
Multivariate approach toward classification of competition and collaboration: An fMRI study.
Proceedings of the 3rd International Winter Conference on Brain-Computer Interface, 2015
2014
Functional network connectivity to enhance speech perception performance: A preliminary fMRI study.
Proceedings of the 2014 International Winter Workshop on Brain-Computer Interface, 2014
A preliminary study on neural basis of strategic reasoning to social decision making.
Proceedings of the 2014 International Winter Workshop on Brain-Computer Interface, 2014
2013
Random Segmentation Based Principal Component Analysis to Remove Residual MR Gradient Artifact in the Simultaneous EEG/fMRI: A Preliminary Study.
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Modulated Neuronal Activity and Connectivity of Smoking Resist Using Real-Time fMRI Neurofeedback.
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Proceedings of the Neural Information Processing - 20th International Conference, 2013
A Preliminary Study on Neural Basis of Collaboration as Mediated by the Level of Reasoning.
Proceedings of the Neural Information Processing - 20th International Conference, 2013
2012
Iterative approach of dual regression with a sparse prior enhances the performance of independent component analysis for group functional magnetic resonance imaging (fMRI) data.
NeuroImage, 2012
Group inference of default-mode networks from functional magnetic resonance imaging data: comparison of random- and mixed-effects group statistics.
Int. J. Imaging Syst. Technol., 2012
Pseudo-real fMRI data generation and its utility toward quantitative evaluation of analytical methods.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Are there brain regions related to speech perception? Evidence from a functional MRI study.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Investigation of smoking related features in spatio-spectral domain on resting-state fMRI data using nonnegative matrix factorization.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
2011
Investigation of spectrally coherent resting-state networks using non-negative matrix factorization for functional MRI data.
Int. J. Imaging Syst. Technol., 2011
Reproducibility and variability of default-mode networks from functional MRI: Comparison between random- and mixed-effect group statistics.
Proceedings of the IEEE International Conference on Systems, 2011
Automated Classification of Discrete Human Thoughts Using Functional Magnetic Resonance Imaging (fMRI): Comparison between Voxel-Based and Atlas-Based Feature Selection Methods.
Proceedings of the 2011 International Workshop on Pattern Recognition in NeuroImaging, 2011
Integration of Structural and Functional MRI Features Improves Mild Cognitive Impairment (MCI) Detection.
Proceedings of the 2011 International Workshop on Pattern Recognition in NeuroImaging, 2011
Functional Connectivity Analysis with Voxel-Based Morphometry for Diagnosis of Mild Cognitive Impairment.
Proceedings of the Neural Information Processing - 18th International Conference, 2011
A constrained alternating least squares nonnegative matrix factorization algorithm enhances task-related neuronal activity detection from single subject's fMRI data.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011
2010
Mind reading: An automated classification of thought processes from imagery fMRI data.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010
2009
Medical Image Anal., 2009
2008
NeuroImage, 2008
Neurofeedback fMRI-mediated learning and consolidation of regional brain activation during motor imagery.
Int. J. Imaging Syst. Technol., 2008
Int. J. Imaging Syst. Technol., 2008
Neurocomputing, 2008
2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
2006
Int. J. Fuzzy Log. Intell. Syst., 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
2004
Int. J. Inf. Acquis., 2004
Blind Dereverberation of Single-Channel Speech Signals Using an ICA-Based Generative Model.
Proceedings of the Neural Information Processing, 11th International Conference, 2004
2002
Neural Process. Lett., 2002
2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
IEEE Trans. Signal Process., 1999