Author

Xu Pan

Harvard UniversityORCID 0000-0003-3967-4136Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Approach:statistical model· 1

Frequent Co-Authors

Annie DeForge· 1 shared Ely Hahami· 1 shared Haim SompolinskyiD· 1 shared Odelia SchwartziD· 1 shared Roy SiegelmanniD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 4 mutual co-author links

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1 shared paperNeuroscience

Annie DeForge

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintAug 27, 2026

A complementary learning system for continual episodic memory in large language models

Xu Pan, Ely Hahami, Roy Siegelmann, Haim Sompolinsky

This paper introduces a complementary learning system within a large language model to simulate continual episodic memory, achieving high accuracy in recall and question answering.

DOI 10.64898/2026.08.24.746712

deep learningstatistical model

𝕏 PostBluesky

NeurosciencePLoS Computational BiologyPeer-reviewedSep 22, 2023

Generalizing biological surround suppression based on center surround similarity via deep neural network models

Xu Pan, Annie DeForge, Odelia Schwartz

The paper uses deep neural networks to study surround suppression in visual processing, finding that networks exhibit similar contextual effects to biological systems, especially in complex stimuli.

4 citations

𝕏 PostBluesky