Follow
Minkyu Choi
Minkyu Choi
Ph.D student, University of Michigan, EECS
Verified email at umich.edu - Homepage
Title
Cited by
Cited by
Year
Representation learning of resting state fMRI with variational autoencoder
JH Kim, Y Zhang, K Han, Z Wen, M Choi, Z Liu
NeuroImage 241, 118423, 2021
542021
Dealing with large-scale spatio-temporal patterns in imitative interaction between a robot and a human by using the predictive coding framework
J Hwang, J Kim, A Ahmadi, M Choi, J Tani
IEEE Transactions on Systems, Man, and Cybernetics: Systems 50 (5), 1918-1931, 2018
462018
Predictive coding-based deep dynamic neural network for visuomotor learning
J Hwang, J Kim, A Ahmadi, M Choi, J Tani
2017 Joint IEEE International Conference on Development and Learning and …, 2017
222017
Predictive coding for dynamic visual processing: development of functional hierarchy in a multiple spatiotemporal scales RNN model
M Choi, J Tani
Neural computation 30 (1), 237-270, 2018
192018
Explainable semantic space by grounding language to vision with cross-modal contrastive learning
Y Zhang, M Choi, K Han, Z Liu
Advances in Neural Information Processing Systems 34, 18513-18526, 2021
162021
Achieving" synergy" in cognitive behavior of humanoids via deep learning of dynamic visuo-motor-attentional coordination
J Hwang, M Jung, N Madapana, J Kim, M Choi, J Tani
2015 IEEE-RAS 15th International Conference on Humanoid Robots (Humanoids …, 2015
112015
Predictive coding for dynamic vision: Development of functional hierarchy in a multiple spatio-temporal scales RNN model
M Choi, J Tani
2017 International Joint Conference on Neural Networks (IJCNN), 657-664, 2017
82017
Human Eyes–Inspired Recurrent Neural Networks Are More Robust Against Adversarial Noises
M Choi, Y Zhang, K Han, X Wang, Z Liu
Neural Computation 36 (9), 1713-1743, 2024
62024
A Dual-Stream Neural Network Explains the Functional Segregation of Dorsal and Ventral Visual Pathways in Human Brains
M Choi, K Han, X Wang, Y Zhang, Z Liu
Advances in Neural Information Processing Systems, 2023
62023
Diffeomorphic surface modeling for MRI-based characterization of gastric anatomy and motility
X Wang, J Cao, K Han, M Choi, Y She, UM Scheven, R Avci, P Du, ...
IEEE Transactions on Biomedical Engineering 70 (7), 2046-2057, 2023
62023
Generating goal-directed visuomotor plans based on learning using a predictive coding-type deep visuomotor recurrent neural network model
M Choi, T Matsumoto, M Jung, J Tani
arXiv preprint arXiv:1803.02578, 2018
52018
Surface mapping of gastric motor functions using MRI: a comparative study between humans and rats
X Wang, F Alkaabi, M Choi, MR Di Natale, UM Scheven, DC Noll, ...
American Journal of Physiology-Gastrointestinal and Liver Physiology 327 (3 …, 2024
22024
Unfolding videos dynamics via taylor expansion
S Chen, M Choi, Z Zhao, K Han, Q Qu, Z Liu
arXiv preprint arXiv:2409.02371, 2024
12024
Magnetic Resonance Imaging of Gastric Motility in Conscious Rats
X Wang, F Alkaabi, A Cornett, M Choi, UM Scheven, MR Di Natale, ...
bioRxiv, 2024.09. 09.612090, 2024
2024
Surface-based Characterization of Gastric Anatomy and Motility using Magnetic Resonance Imaging and Neural Ordinary Differential Equation
X Wang, J Cao, K Han, M Choi, Y She, U Scheven, R Avci, P Du, ...
bioRxiv, 2022.10. 17.512633, 2022
2022
SPARC: Deep Learning for Stomach Segmentation with Contrast Enhanced Magnetic Resonance Imaging of the Gastrointestinal Tract
X Wang, KH Lu, M Choi, J Cao, D Jaffey, T Powley, Z Liu
The FASEB Journal 34 (S1), 1-1, 2020
2020
Generating Goal-directed Visuomotor Plans with Supervised Learning using a Predictive Coding Deep Visuomotor Recurrent Neural Network
T Matsumoto, M Choi, M Jung, J Tani
第 28 回 日本神経回路学会全国大会 講演論文集, 134-135, 2018
2018
Cross-species comparison: imaging and mapping gastric motor functions in humans and rats using contrast-enhanced rapid MRI
X Wang, F Alkaabi, U Scheven, M Choi, D Noll, Z Liu
Individualized representation learning of resting-state fMRI
K Han, M Choi, X Wang, A Murguia, Z Liu
Tracking the moving stomach using MRI and neural ordinary differential equations
X Wang, J Cao, K Han, M Choi, Y She, U Scheven, Z Liu
The system can't perform the operation now. Try again later.
Articles 1–20