D. Mulders, B. Seymour, A. Mouraux, F.Mancini
Confidence of probabilistic predictions modulates the cortical response to pain.,
PNAS (2023)
F. Mancini, S. Zhang, B. Seymour
Computational and neural mechanisms of statistical pain learning.,
Nature Communications (2022)
A. Yaman, N. Bredeche, O. Çaylak, J. Z. Leibo, S. W. Lee
Meta-control of social learning strategies.,
PLoS Computational Biology (2022)
J. G. Choy, G. Cha, S. Oh
Unsupervised 3D Link Segmentation of Articulated Objects with a Mixture of Coherent Point Drift.,
IEEE Robotics and Automation Letters (2022)
Y. J. Rah, J. Kim, S. A. Lee
Effects of spatial boundaries on episodic memory development.,
Child Development (2022)
T. Kang, et al.
Team Tidyboy at the WRS 2020: a modular software framework for home service robots.,
Advanced Robotics (2022)
M. Lee, S. -W. Lee
Quantifying arousal and awareness in altered states of consciousness using interpretable deep learning,
Nature Communications (2021)
D. J. Kim, J. S. Jeong, S. W. Lee
Prefrontal solution to the bias-variance tradeoff during reinforcement learning
Cell Reports (2021)
P. Bertens, S. -W. Lee
Network of evolvable neural units can learn synaptic learning rules and spiking dynamics,
Nature Machine Intelligence (2020) (Cover Paper)
D. J. Kim, G. Y. Park, John P. O., S. W. Lee
Task complexity interacts with state-space uncertainty in the arbitration between model-based and model-free learning,
Nature Communications (Dec 2019)
H-G Jung., S. -W. Lee.
Few-Shot Learning with Geometric Constraints,
IEEE Transactions on Neural Networks and Learning Systems (2020)
S. Heo., Y. Sung., S. W. Lee.
Effects of subclinical depression on prefrontal-striatal model-based and model-free learning,
PLOS Computational Biology (2021)
G. Kim., H-G Jung., S. -W. Lee.
Spatial reasoning for few-shot object detection,
Pattern Recognition (2021)
J-W Seo., H-G Jung., S. -W. Lee.
Self-Augmentation: Generalizing Deep Networks to Unseen Classes for Few-Shot Learning,
Neural Networks (2021)
K. W. Park., J. W. Ha., J. H. Lee., S. Kwon., K. M. Kim, B.-T. Zhang.
M2FN: Multi-step modality fusion for advertisement image assessment,
Applied Soft Computing Journal (2021)
J. W. Seo., S. W. Lee.,
Neural network-based intuitive physics for non-inertial reference frames
IEEE Access, vol. 9, pp. 114246-114254 (2021).
Zhang, S., Yoshida, W., Mano, H., Yanagisawa, T., Mancini, F., Shibata, K., et al.
Pain control by co-adaptive learning in a brain-machine interface,
Current Biology, 1–18.(2020)
Yanagisawa, T., Fukuma, R., Seymour, B., Tanaka, M., Hosomi, K., Yamashita, O., et al.
BCI training to move a virtual hand reduces phantom limb pain,
Neurology, 95(4), e417–e426. (2020)
Seymour, B., Mancini, F.
Hierarchical models of pain: Inference, information-seeking, and adaptive control.,
NeuroImage, 222, 117212. (2020)
Becker, S., Löffler, M., Seymour, B.
Reward enhances pain discrimination in humans.
Psychological Science, 31(9), 1191–1199. (2020)
E. W. Kim., M. S. Lee., S. H. Oh.,
Nonconvex Sparse Representation with Slowly Vanishing Gradient Regularizers
IEEE Access, vol. 8, pp. 132489-132501 (2020).
F. Ke., S. Choi., Y. H. Kang., K. A. Cheon., S. W. Lee
Exploring the Structural and Strategic Bases of Autism Spectrum Disorders with Deep Learning,
IEEE Access, vol. 8, pp. 153341-153352 (2020).
M. R. Song., S. W. Lee.,
Dynamic resource allocation during reinforcement learning accounts for ramping and phasic dopamine activity,
Neural Networks, vol. 126, pp. 95-107 (2020).
Marilina Mastrogiuseppe, Natasha Bertelsen, Maria Francesca Bedeschi, S. A. Lee.
The spatiotemporal organization of episodic memory and its disruption in a neurodevelopmental disorder,
Scientific Reports 9.1 (2019): 1-12. (Dec 2019)
E. W. Kim., M. S. Lee., S. H. Oh.,
A Scalable Framework for Data-Driven Subspace Representation and Clustering,
Pattern Recognition Letters, vol. 125, pp. 742-749, (Jul. 2019).
정채윤, 홍유정, 공성현, 최유진, 이교구.
실어증 환자 대상 디지털 기술 기반 언어재활에 관한 최근 문헌 고찰: VR, AR, 모바일 애플리케이션을 중심으로,
한국콘텐츠학회논문지 (2022)
허유정, 김은솔, 최우석, 온경운, 장병탁.
시각적 관계 예측을 위한 계산 효율적인 조합적 전이 표현 학습법,
한국정보과학회 논문지 (2022)
최성호, 온경운, 허유정, 장유원, 서아정, 이승찬, 이민수, 장병탁.
DramaQA: 계층적 질의응답과 함께하는 등장인물 중심 비디오 스토리 이해,
KIISE Transactions on Computing Practices (2021)