Author

Yeowon Kim

Korea Advanced Institute of Science and TechnologyORCID 0009-0000-6055-7335Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Yul HR KangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

NeurosciencebioRxivPreprintJun 5, 2026

Predictive learning induces Bayesian cognitive maps in the hippocampus

Yeowon Kim, Yul HR Kang

This study shows that predictive learning in recurrent neural networks generates Bayesian cognitive maps similar to hippocampal place cell activity, outperforming autoencoders.

DOI 10.64898/2026.06.03.729991

statistical modelmachine learning (classical)

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