Author

Adithya Gungi

Columbia University

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

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Neuroscience· 1

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

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Ines F. AitsahaliaiD· 1 shared Kiyohito IigayaiD· 1 shared Marta Blanco-PozoiD· 1 shared Pradyumna SepúlvedaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Ines F. AitsahaliaORCID

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1 paper

Recent·Most cited

Building Goal-Directed Cognitive Graphs

Adithya Gungi, Pradyumna Sepúlveda, Ines F. Aitsahalia, Marta Blanco-Pozo, Kiyohito Iigaya

The paper introduces a reinforcement-learning framework called Sparse Cognitive Graph (SCG) that models goal-directed behavior through dynamic graph reconfiguration, showing it explains diverse behavioral regimes and predicts population activity geometry.

bioRxiv · Mar 5, 2026 · PreprintNeuroscience