Publications

Jeonghwan Cheon, Se-Bum Paik
Gradual sensory maturation promotes abstract representation learning.
bioRxiv 661295. (2025)

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Jeonghwan Cheon, Jaehyuk Bae, Se-Bum Paik
One-Time Soft Alignment Enables Resilient Learning without Weight Transport.
arXiv 2505.20892. (2025)

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Suhee Cho, Hyeonsu Lee, Seungdae Baek, Se-Bum Paik
Neuromimetic metaplasticity for adaptive continual learning without catastrophic forgetting.
Neural Networks 190, 107762. (2025)

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Jeonghwan Cheon, Se-Bum Paik
Pretraining with random noise for uncertainty calibration.
arXiv 2412.17411. (2024)

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Se-Bum Paik
Split-second insights from the brain's dual-stream visual system.
Neuron 112(24), 3991-3993. (2024)

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Min Song*, EJ Shin*, H Seo, A Soltani, NA Steinmetz, D Lee†, MW Jung†, Se-Bum Paik†
Hierarchical gradients of multiple timescales in the mammalian forebrain.
Proceedings of the National Academy of Sciences 121(51), e2415695121. (2024)

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G Son, Y Na, Y Kim, JH Son, GD Clemenson, ST Schafer, JY Yoo, SL Parylak, A Paquola, H Do, D Kim, I Ahn, M Ju, CS Kang, Y Ju, E Jung, McDonald AH, Youngjin Park, G Kim, Se-Bum Paik, J Hur, J Kim, YM Han, SH Lee, FH Gage, JS Kim, J Han
miR-124 coordinates metabolic regulators acting at early stages of human neurogenesis.
Communications Biology 7(1), 1393. (2024)

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Minjun Kang, Seungdae Baek, Se-Bum Paik
Hard-wired visual filters for environment-agnostic object recognition.
bioRxiv 615752. (2024)

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Jeonghwan Cheon, SW Lee, Se-Bum Paik
Pretraining with random noise for fast and robust learning without weight transport.
Neural Information Processing Systems (NeurIPS). (2024)

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Hyeonsu Lee*, Woochul Choi*, Dongil Lee, Se-Bum Paik
Comparison of visual quantities in untrained neural networks.
Cell Reports 42(8), 112900. (2023)

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Seungdae Baek*, Youngjin Park*, Se-Bum Paik
Species-specific wiring of cortical circuits for small-world networks in the primary visual cortex.
PLOS Computational Biology 19(8), e1011343. (2023)

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B Ko, JY Yoo, T Yoo, Woochul Choi, R Dogan, K Sung, D Um, SB Lee, HJ Kim, S Lee, ST Baek, SK Park, Se-Bum Paik, TK Kim, JH Kim
Npas4-mediated dopaminergic regulation of safety memory consolidation.
Cell Reports 42(7), 112678. (2023)

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H Oh, S Lee, Y Oh, S Kim, YS Kim, Y Yang, Woochul Choi, YE Yoo, H Cho, S Lee, E Yang, W Koh, W Won, R Kim, C.J. Lee, H Kim, H Kang, JY Kim, T Ku, Se-Bum Paik, E Kim
Kv7/KCNQ potassium channels in cortical hyperexcitability and juvenile seizure-related death in Ank2-mutant mice.
Nature Communications 14, 3547. (2023)

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W Kim, JJ Shin, YJ Jeong, K Kim, JW Bae, YW Noh, S Lee, Woochul Choi, Se-Bum Paik, MW Jung, E Lee, E Kim
Suppressed prefrontal neuronal firing variability and impaired social representation in IRSp53-mutant mice.
eLife 11, e74998. (2022)

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Jeonghwan Cheon*, Seungdae Baek*, Se-Bum Paik
Invariance of object detection in untrained deep neural networks.
Frontiers in Computational Neuroscience 16. (2022)

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Seungdae Baek*, Min Song*, Jaeson Jang, Gwangsu Kim, Se-Bum Paik
Face detection in untrained deep neural networks.
Nature Communications 12, 7328. (2021)

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Gwangsu Kim, Jaeson Jang, Se-Bum Paik
Periodic clustering of simple and complex cells in visual cortex.
Neural Networks 143, 148-160. (2021)

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Lee E*, Lee S*, Shin JJ*, Woochul Choi*, C Chung, S Lee, J Kim, S Ha, R Kim, T Yoo, YE Yoo, J Kim, I Rhim, SY Lee, YW Noh, W Kim, T Lee, H Shin, IJ Cho, Deisseroth K, SJ Kim, J Park†, MW Jung†, Se-Bum Paik†, E Kim†
Excitatory synapses and gap junctions cooperate to improve Pv neuronal burst firing and cortical social cognition in Shank2-mutant mice.
Nature Communications 12, 5116. (2021)

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M Jeong*, Hyeonsu Lee*, Y Kim, E Wang, Se-Bum Paik†, BK Lim†, D Kim†
Interhemispheric cortico-cortical pathway for sequential bimanual movements in mice.
eNeuro 8(4). (2021)

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JW Bae*, H Jeong*, YJ Yoon, C Bae, Hyeonsu Lee, Se-Bum Paik, MW Jung
Parallel processing of working memory and temporal information by distinct types of cortical projection neurons.
Nature Communications 12, 4352. (2021)

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Koh HY*, Jaeson Jang*, Ju SH*, R Kim, GB Cho, DS Kim, JW Sohn†, Se-Bum Paik†, JH Lee†
Non-cell autonomous epileptogenesis in focal cortical dysplasia.
Annals of Neurology 1-15. (2021)

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Youngjin Park*, Seungdae Baek*, Se-Bum Paik
A brain-inspired network architecture for cost-efficient object recognition in shallow hierarchical neural networks.
Neural Networks 134, 76-85. (2021)

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Min Song*, Jaeson Jang*, Gwangsu Kim, Se-Bum Paik
Projection of orthogonal tiling from the retina to the visual cortex.
Cell Reports 34(1), 108581. (2021)

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Gwangsu Kim*, Jaeson Jang*, Seungdae Baek, Min Song, Se-Bum Paik
Visual number sense in untrained deep neural networks.
Science Advances 7(1), eabd6127. (2021)

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JH Shin, Min Song, Se-Bum Paik, MW Jung
Spatial organization of functional clusters representing reward and movement information in the striatal direct and indirect pathways.
Proceedings of the National Academy of Sciences 117(43), 27004-27015. (2020)

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Jinwoo Kim*, Min Song*, Jaeson Jang, Se-Bum Paik
Spontaneous retinal waves can generate long-range horizontal connectivity in visual cortex.
Journal of Neuroscience 40(34), 6584-6599. (2020)

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Junho Song*, Woochul Choi*, YH Song, JH Kim, D Jeong, SH Lee, Se-Bum Paik
Precise mapping of single neurons by calibrated 3D reconstruction of brain slices reveals topographic projection in mouse visual cortex.
Cell Reports 31(8), 107682. (2020)

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H Jeong, D Kim, Min Song, Se-Bum Paik, MW Jung
Distinct roles of parvalbumin- and somatostatin-expressing neurons in flexible representation of task variables in the prefrontal cortex.
Progress in Neurobiology 187, 101773. (2020)

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Jaeson Jang*, Min Song*, Se-Bum Paik
Retino-cortical mapping ratio predicts columnar and salt-and-pepper organization in mammalian visual cortex.
Cell Reports 30(10), 3270-3279. (2020)

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Liu D, Li W, Ma C, Zheng W, Yao Y, Tso CF, Zhong P, Chen X, Junho Song, Woochul Choi, Se-Bum Paik, Han H, Dan Y
A common hub for sleep and motor control in the substantia nigra.
Science 367(6476), 440-445. (2020)

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Hyeonsu Lee, Woochul Choi, Youngjin Park, Se-Bum Paik
Distinct role of flexible and stable encodings in sequential working memory.
Neural Networks 121, 419-429. (2020)

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Woochul Choi, Se-Bum Paik
Intrinsic timescales of sensory integration for motion perception.
Scientific Reports 9(1), 3993. (2019)

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HY Koh, SH Kim, Jaeson Jang, H Kim, S Han, JS Lim, G Son, J Choi, BO Park, WD Heo, J Han, H Lee, D Lee, HC Kang, M Shong, Se-Bum Paik, DS Kim, JH Lee
BRAF somatic mutation contributes to intrinsic epileptogenicity in pediatric brain tumors.
Nature Medicine 24, 1662-1668. (2018)

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H Jung, H Park, Y Choi, H Kang, E Lee, H Kweon, J Roh, J Ellegood, Woochul Choi, J Kang, I Rhim, SY Choi, M Bae, S Kim, J Lee, C Chung, T Yoo, H Park, Y Kim, S Ha, S Um, S Mo, Y Kwon, W Mah, H Kim, Y Bae, Lerch J, Se-Bum Paik, E Kim
Sexually dimorphic behavior, neuronal activity, and gene expression in Chd8-mutant mice.
Nature Neuroscience 21, 1218-1228. (2018)

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Min Song*, MS Kang*, Hyeonsu Lee, Y Jeong, Se-Bum Paik
Classification of spatiotemporal neural activity patterns in brain imaging data.
Scientific Reports 8(1), 8231. (2018)

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Jaeson Jang, Se-Bum Paik
Interlayer repulsion of retinal ganglion cell mosaics regulates spatial organization of functional maps in the visual cortex.
Journal of Neuroscience 37(50), 12141-12152. (2017)

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Pachaya* Sailamul, Jaeson Jang*, Se-Bum Paik
Synaptic convergence regulates synchronization-dependent spike transfer in feedforward neural networks.
Journal of Computational Neuroscience 43(3), 189-202. (2017)

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J Kim, Y Kim, Nakajima Ryuichi, A Shin, M Jeong, A Park, Y Jeong, S Jo, S Yang, H Park, SH Cho, KH Cho, I Shim, J Chung, Se-Bum Paik, Augustine G, D Kim
Inhibitory basal ganglia inputs induce excitatory motor signals in the thalamus.
Neuron 95(5), 1181-1196. e8. (2017)

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Youngjin Park, Woochul Choi, Se-Bum Paik
Symmetry of learning rate in synaptic plasticity modulates formation of flexible and stable memories.
Scientific Reports 7(1), 5671. (2017)

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AH Park, SH Lee, Changju Lee, J Kim, HE Lee, Se-Bum Paik, KJ Lee, D Kim
Optogenetic mapping of functional connectivity in freely moving mice via insertable wrapping electrode array beneath the skull.
ACS Nano 10(2), 2791-2802. (2016)

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Soyoung An, Woochul Choi, Se-Bum Paik
Development of a computational model on the neural activity patterns of a visual working memory in a hierarchical feedforward network.
Journal of the Korean Physical Society 67(10), 1713-1718. (2015)

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Se-Bum Paik, Ringach DL
Link between the orientation and retinotopic maps in primary visual cortex.
Proceedings of the National Academy of Sciences 109, 7091-7096. (2012)

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Se-Bum Paik, Ringach DL
Retinal origin of orientation maps in visual cortex.
Nature Neuroscience 14, 919-925. (2011)

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Se-Bum Paik, Glaser DA
Synaptic plasticity controls sensory responses through frequency-dependent gamma oscillation resonance.
PLOS Computational Biology 6(9) e1000927. (2010)

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Se-Bum Paik, Kumar T, Glaser DA
Spontaneous Local Gamma Oscillation Selectively Enhances Neural Network Responsiveness.
PLOS Computational Biology 5(3) e1000342. (2009)

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