Author

Antoine Dedieu

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· 3

Signature Assays, Organisms & Methods

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Approach:statistical model· 3 Approach:experimental assay· 1

Frequent Co-Authors

Dileep George AiD· 3 shared Miguel Lázaro-GredillaiD· 3 shared Rajeev Vijay RikhyeiD· 2 shared Guangyao ZhouiD· 1 shared J. Swaroop GuntupalliiD· 1 shared Nishad GothoskariD· 1 shared Wolfgang P. LehrachiD· 1 shared

Activity by Year

2020-2020 · peak 3/yr

Co-Author Collaboration Network

7 top collaborators · 15 mutual co-author links

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3 shared papersNeuroscience

Dileep George AORCID

Mutual co-authors in cluster

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3 papers

Recent·Most cited

Learning attention-controllable border-ownership for objectness inference and binding

Antoine Dedieu, Rajeev Vijay Rikhye, Miguel Lázaro-Gredilla, Dileep George A

This paper introduces a model called CMRF that learns attention-controllable border-ownership representations for perceptual grouping and object inference in novel scenes.

bioRxiv · Dec 31, 2020 · PreprintNeuroscience

A detailed mathematical theory of thalamic and cortical microcircuits based on inference in a generative vision model

Dileep George A, Miguel Lázaro-Gredilla, Wolfgang P. Lehrach, Antoine Dedieu, Guangyao Zhou

The paper develops a cortical circuit model based on a generative vision model to explain visual phenomena and functional roles of neural connections.

bioRxiv · Sep 9, 2020 · PreprintNeuroscience

Learning cognitive maps for vicarious evaluation

Rajeev Vijay Rikhye, Nishad Gothoskar, J. Swaroop Guntupalli, Antoine Dedieu, Miguel Lázaro-Gredilla, Dileep George A

This paper introduces a cognitive graph structure called CSCG to model how the hippocampus forms abstract cognitive maps, explaining various cognitive phenomena and place cell behaviors.

bioRxiv · Jun 24, 2020 · PreprintNeuroscience