Author

Sugandha Sharma

McGovern Institute for Brain Research

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:simulation· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Ila FieteiD· 2 shared Leslie Pack KaelblingiD· 1 shared Mirko KlukasiD· 1 shared Rishidev ChaudhuriiD· 1 shared Sarthak ChandraiD· 1 shared Tomás Lozano‐PéreziD· 1 shared Yilun DuiD· 1 shared

Activity by Year

2021-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 13 mutual co-author links

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2 shared papersNeuroscience

Ila FieteORCID

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2 papers

Recent·Most cited

Episodic and associative memory from spatial scaffolds in the hippocampus

Sarthak Chandra, Sugandha Sharma, Rishidev Chaudhuri, Ila Fiete

This paper introduces a neural network model of the hippocampus that integrates spatial and episodic memory by using structured scaffold states for high-capacity, error-correcting memory storage.

Nature · Jan 15, 2025Peer-reviewedNeuroscience

Fragmented Spatial Maps: State Abstraction and Efficient Planning from Surprisal

Mirko Klukas, Sugandha Sharma, Yilun Du, Tomás Lozano‐Pérez, Leslie Pack Kaelbling, Ila Fiete

The paper develops a theory for spatial map fragmentation using surprisal and predicts the existence of 'doorway' cells and improved navigation through complex environments.

bioRxiv · Oct 29, 2021 · PreprintNeuroscience