Author

Aleksei Efremov

National Research University Higher School of EconomicsORCID 0000-0002-4165-9886Unclaimed 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· 1 Approach:simulation· 1 Approach:statistical model· 1

Frequent Co-Authors

Adrien PeyracheiD· 1 shared Anastasia Kuptsova· 1 shared Blake RichardsiD· 1 shared Boris S GutkiniD· 1 shared Daniel LevensteiniD· 1 shared Max GaragnaniiD· 1 shared Roy Henha EyonoiD· 1 shared Thomas WennekersiD· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 16 mutual co-author links

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1 shared paperNeuroscience

Adrien PeyracheORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintApr 28, 2024

Sequential predictive learning is a unifying theory for hippocampal representation and replay

Daniel Levenstein, Aleksei Efremov, Roy Henha Eyono…·Blake Richards

This paper shows that predictive learning in neural networks can generate hippocampal-like spatial representations and replay, suggesting a unifying theory for hippocampal function and AI.

DOI 10.1101/2024.04.28.591528

deep learningstatistical model

𝕏 PostBluesky

NeurosciencebioRxivPreprintMar 3, 2022

Simulating semantic dementia in a brain-constrained model of action and object words learning

Aleksei Efremov, Anastasia Kuptsova, Thomas Wennekers…·Max Garagnani

This paper simulates semantic dementia in a brain-constrained model to explain language impairments and predict category-specific effects of the disease.

1 citation

simulation

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