Department of Brain and Cognitive Engineering

Kim, Y. T., Kim, H., So, M., Kong, J., Kim, K. T., Hong, J. H., Son, Y., Sa, K., Do, S., Han, J. H. & Kim, J. B., 2024 Aug 15, In: NeuroImage. 297, 120749.

Research output: Contribution to journal › Article › peer-review

Open Access

Discovering individual fingerprints in resting-state functional connectivity using deep neural networks

Lee, J. & Lee, J. H., 2024 Jan, In: Human Brain Mapping. 45, 1, e26561.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

EEG-based efficient demographic classification with selective data approach and scalable hybrid network

Lee, J. & Han, J. H., 2024 May, In: Electronics Letters. 60, 10, e13229.

Research output: Contribution to journal › Article › peer-review

Open Access

Heart rate variability as a preictal marker for determining the laterality of seizure onset zone in frontal lobe epilepsy

Lee, S., Kim, H., Kim, J. H., So, M., Kim, J. B. & Kim, D. J., 2024, In: Frontiers in Neuroscience. 18, 1373837.

Research output: Contribution to journal › Article › peer-review

Open Access

Hyperosmolar therapy response in traumatic brain injury: Explainable artificial intelligence based long-term time series forecasting approach

Jung, M. K., Hoon Roh, T., Kim, H., Jin Ha, E., Yoon, D., Min Park, C., Kim, S. H., You, N. & Kim, D. J., 2024 Dec 1, In: Expert Systems With Applications. 255, 124795.

Research output: Contribution to journal › Article › peer-review

Open Access

Memristor-Based CNNs for Detecting Stress Using Brain Imaging Signals

Bak, S., Park, J., Lee, J. & Jeong, J., 2024 Feb 1, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 1, p. 140-149 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (Scopus)

Neuromodulation of inhibitory control using phase-lagged transcranial alternating current stimulation

Kim, Y., Lee, J. H., Park, J. C., Kwon, J., Kim, H., Seo, J. & Min, B. K., 2024 Dec, In: Journal of NeuroEngineering and Rehabilitation. 21, 1, 93.

Research output: Contribution to journal › Article › peer-review

Open Access

Non-invasive electrical brain stimulation modulates human conscious perception of mental representation

Seo, J. & Min, B. K., 2024 Jul 1, In: NeuroImage. 294, 120647.

Research output: Contribution to journal › Article › peer-review

Open Access

Out-of-phase transcranial alternating current stimulation modulates the neurodynamics of inhibitory control

Seo, J., Lee, J. & Min, B. K., 2024 Apr 15, In: NeuroImage. 292, 120612.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

Use of functional magnetic resonance imaging to identify cortical loci for lower limb movements and their efficacy for individuals after stroke

Choi, M., Kim, H. C., Youn, I., Lee, S. J. & Lee, J. H., 2024 Dec, In: Journal of NeuroEngineering and Rehabilitation. 21, 1, 58.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

2023

Autoencoder and restricted Boltzmann machine for transfer learning in functional magnetic resonance imaging task classification

Hwang, J., Lustig, N., Jung, M. & Lee, J. H., 2023 Jul, In: Heliyon. 9, 7, e18086.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Citations (Scopus)

Contextual Augmentation Based on Metric-Guided Features for Ocular Axial Length Prediction

Jeong, Y., Han, J. H. & Oh, J. R., 2023 Jul, In: Mathematics. 11, 13, 3021.

Research output: Contribution to journal › Article › peer-review

Open Access

Deep learning-based electroencephalic diagnosis of tinnitus symptom

Hong, E. S., Kim, H. S., Hong, S. K., Pantazis, D. & Min, B. K., 2023, In: Frontiers in Human Neuroscience. 17, 1126938.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Citations (Scopus)

Dynamic measurements of speed and risk perception during driving: Evidence of speed misestimation from continuous ratings and video analysis

Ju, U. & Wallraven, C., 2023 Sept, In: PloS one. 18, 9 September, e0291043.

Research output: Contribution to journal › Article › peer-review

Open Access

Effects of altered functional connectivity on motor imagery brain–computer interfaces based on the laterality of paralysis in hemiplegia patients

Lee, S., Kim, H., Kim, J. B. & Kim, D. J., 2023 Nov, In: Computers in Biology and Medicine. 166, 107435.

Research output: Contribution to journal › Article › peer-review

General psychopathology factor (p-factor) prediction using resting-state functional connectivity and a scanner-generalization neural network: p-factor prediction using a deep neural network

Hong, J., Hwang, J. & Lee, J. H., 2023 Feb, In: Journal of Psychiatric Research. 158, p. 114-125 12 p.

Research output: Contribution to journal › Article › peer-review

6 Citations (Scopus)

Inherent seizure susceptibility in patients with antihistamine-induced acute symptomatic seizure: a resting-state EEG analysis

Kim, H., Wang, I. N., Park, J. S., Kim, K. T., Kong, J., Kim, J. B. & Kim, D. J., 2023 Dec, In: Scientific reports. 13, 1, 9146.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (Scopus)

Inter-Brain Synchrony Pattern Investigation on Triadic Board Game Play-Based Social Interaction: An fNIRS Study

Park, J., Shin, J., Lee, J. & Jeong, J., 2023, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 31, p. 2923-2932 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

Model-Based Simultaneous Multi-Slice (SMS) Reconstruction with Hankel Subspace Learning for Accelerated MR T1 Mapping

Kim, S., Wu, H. & Han, J. H., 2023 Jul, In: Mathematics. 11, 13, 2963.

Research output: Contribution to journal › Article › peer-review

Open Access

Neural representations of the perception of handwritten digits and visual objects from a convolutional neural network compared to humans

Lee, J., Jung, M., Lustig, N. & Lee, J. H., 2023 Apr 1, In: Human Brain Mapping. 44, 5, p. 2018-2038 21 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

Prediction of Serious Intracranial Hypertension from Low-Resolution Neuromonitoring in Traumatic Brain Injury: An Explainable Machine Learning Approach

Jung, M. K., Ahn, D., Park, C. M., Ha, E. J., Roh, T. H., You, N. K., Yoon, D., Kim, H., Kim, S. H. & Kim, D. J., 2023 Apr 1, In: IEEE Journal of Biomedical and Health Informatics. 27, 4, p. 1903-1913 11 p.

Research output: Contribution to journal › Article › peer-review

6 Citations (Scopus)

Putting Vision and Touch into Conflict: Results from a Multimodal Mixed Reality Setup

Kang, H., Kang, T. & Wallraven, C., 2023 Dec 1, In: IEEE Transactions on Visualization and Computer Graphics. 29, 12, p. 5224-5234 11 p.

Research output: Contribution to journal › Article › peer-review

Relationship between virtual reality balloon analogue risk task and risky decision-making

Ju, U. & Wallraven, C., 2023 Feb, In: PloS one. 18, 2 February, e0282097.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (Scopus)

Reliability of self-reported dispositional mindfulness scales and their association with working memory performance and functional connectivity

Kim, Y., Lee, J., Tegethoff, M., Meinlschmidt, G., Yoo, S. S. & Lee, J. H., 2023 Jul, In: Brain and Cognition. 169, 106001.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Resting-state electroencephalographic characteristics related to mild cognitive impairments

Kim, S. E., Shin, C., Yim, J., Seo, K., Ryu, H., Choi, H., Park, J. & Min, B. K., 2023, In: Frontiers in Psychiatry. 14, 1231861.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Citations (Scopus)

SleepExpertNet: high-performance and class-balanced deep learning approach inspired from the expert neurologists for sleep stage classification

Lee, C. H., Kim, H. J., Kim, Y. T., Kim, H., Kim, J. B. & Kim, D. J., 2023 Jun, In: Journal of Ambient Intelligence and Humanized Computing. 14, 6, p. 8067-8083 17 p.

Research output: Contribution to journal › Article › peer-review

4 Citations (Scopus)

Sub-Nyquist Coherent Imaging Using an Optimizing Multiplexed Sampling Scheme [Tips & Tricks]

Jeong, Y., Tayebi, B. & Han, J. H., 2023 Nov 1, In: IEEE Signal Processing Magazine. 40, 7, p. 81-88 8 p.

Research output: Contribution to journal › Article › peer-review

Visuo-haptic processing of unfamiliar shapes: Comparing children and adults

AlAhmed, F., Rau, A. & Wallraven, C., 2023 Oct, In: PloS one. 18, 10 OCTOBER, e0286905.

Research output: Contribution to journal › Article › peer-review

Open Access

2022

Acoustic Simulation for Transcranial Focused Ultrasound Using GAN-Based Synthetic CT

Koh, H., Park, T. Y., Chung, Y. A., Lee, J. H. & Kim, H., 2022 Jan 1, In: IEEE Journal of Biomedical and Health Informatics. 26, 1, p. 161-171 11 p.

Research output: Contribution to journal › Article › peer-review

19 Citations (Scopus)

DeepCNAP: A Deep Learning Approach for Continuous Noninvasive Arterial Blood Pressure Monitoring Using Photoplethysmography

Kim, D. K., Kim, Y. T., Kim, H. & Kim, D. J., 2022 Aug 1, In: IEEE Journal of Biomedical and Health Informatics. 26, 8, p. 3697-3707 11 p.

Research output: Contribution to journal › Article › peer-review

14 Citations (Scopus)

Deep-Learning-Based Automatic Selection of Fewest Channels for Brain-Machine Interfaces

Kim, H. S., Ahn, M. H. & Min, B. K., 2022 Sept 1, In: IEEE Transactions on Cybernetics. 52, 9, p. 8668-8680 13 p.

Research output: Contribution to journal › Article › peer-review

9 Citations (Scopus)

Electronic Cigarette Vaping Did Not Enhance the Neural Process of Working Memory for Regular Cigarette Smokers

Kim, D. Y., Jang, Y., Heo, D. W., Jo, S., Kim, H. C. & Lee, J. H., 2022 Feb 18, In: Frontiers in Human Neuroscience. 16, 817538.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (Scopus)

Flexible Neural Network Realized by the Probabilistic SiO_x Memristive Synaptic Array for Energy-Efficient Image Learning

Choi, S., Jang, J., Kim, M. S., Kim, N. D., Kwag, J. & Wang, G., 2022 Apr 14, In: Advanced Science. 9, 11, 2104773.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

In vivo direct imaging of neuronal activity at high temporospatial resolution

Toi, P. T., Jang, H. J., Min, K., Kim, S. P., Lee, S. K., Lee, J., Kwag, J. & Park, J. Y., 2022 Oct 14, In: Science. 378, 6616, 378.

Research output: Contribution to journal › Article › peer-review

38 Citations (Scopus)

Learning to Feel Textures: Predicting Perceptual Similarities From Unconstrained Finger-Surface Interactions

Richardson, B. A., Vardar, Y., Wallraven, C. & Kuchenbecker, K. J., 2022 Oct 1, In: IEEE Transactions on Haptics. 15, 4, p. 705-717 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access

8 Citations (Scopus)

Multi-Task Weakly-Supervised Attention Network for Dementia Status Estimation With Structural MRI

Lian, C., Liu, M., Wang, L. & Shen, D., 2022 Aug 1, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 8, p. 4056-4068 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access

26 Citations (Scopus)

Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI Diagnosis

Zhang, Y., Zhang, H., Adeli, E., Chen, X., Liu, M. & Shen, D., 2022 Jul 1, In: IEEE Transactions on Cybernetics. 52, 7, p. 6822-6833 12 p.

Research output: Contribution to journal › Article › peer-review

30 Citations (Scopus)

Neural and self-reported responses to antisocial news stories: Entertaining versus traditional news introduction

Kim, S. A., Kim, S. H. & Hamann, S., 2022 Jan, In: Computers in Human Behavior. 126, 106994.

Research output: Contribution to journal › Article › peer-review

Open Access

5 Citations (Scopus)

Neurodynamic correlates for the cross-frequency coupled transcranial alternating current stimulation during working memory performance

Kim, S. E., Kim, H. S., Kwak, Y., Ahn, M. H., Choi, K. M. & Min, B. K., 2022 Oct 3, In: Frontiers in Neuroscience. 16, 1013691.

Research output: Contribution to journal › Article › peer-review

Open Access

6 Citations (Scopus)

Predicting driving speed from psychological metrics in a virtual reality car driving simulation

Ju, U., Williamson, J. & Wallraven, C., 2022 Dec, In: Scientific reports. 12, 1, 10044.

Research output: Contribution to journal › Article › peer-review

Open Access

10 Citations (Scopus)

Spectral dynamic causal modeling of mindfulness, mind-wandering, and resting-state in the triple network using fMRI

Kim, H. C. & Lee, J. H., 2022 Mar 23, In: Neuroreport. 33, 5, p. 221-226 6 p.

Research output: Contribution to journal › Article › peer-review

Open Access

5 Citations (Scopus)

Systematic evaluation of recursive approach of EEG-segment-based PCA for removal of helium-pump artefact from MRI

Kim, H. C. & Lee, J. H., 2022 Jul, In: Electronics Letters. 58, 15, p. 567-569 3 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

The thalamocortical inhibitory network controls human conscious perception

Seo, J., Kim, D. J., Choi, S. H., Kim, H. & Min, B. K., 2022 Dec 1, In: NeuroImage. 264, 119748.

Research output: Contribution to journal › Article › peer-review

Open Access

6 Citations (Scopus)

2021

3D morphometric quantification of maxillae and defects for patients with unilateral cleft palate via deep learning-based CBCT image auto-segmentation

Wang, X., Pastewait, M., Wu, T. H., Lian, C., Tejera, B., Lee, Y. T., Lin, F. C., Wang, L., Shen, D., Li, S. & Ko, C. C., 2021 Dec, In: Orthodontics and Craniofacial Research. 24, S2, p. 108-116 9 p.

Research output: Contribution to journal › Article › peer-review

Open Access

16 Citations (Scopus)

ABCnet: Adversarial bias correction network for infant brain MR images

Chen, L., Wu, Z., Hu, D., Wang, F., Smith, J. K., Lin, W., Wang, L., Shen, D., Li, G. & Consortium, F. U. B. C. P., 2021 Aug, In: Medical Image Analysis. 72, 102133.

Research output: Contribution to journal › Article › peer-review

Open Access

6 Citations (Scopus)

Department of Brain and Cognitive Engineering

Research output

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