Author

Sebastian Bruch

National Institutes of HealthORCID 0000-0002-2469-8242Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1

Frequent Co-Authors

Francisco PereiraiD· 1 shared Geoffrey M. SchoenbaumiD· 1 shared Jingfeng ZhouiD· 1 shared Patrick McClureiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Francisco PereiraORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintJun 15, 2021

Validating the Representational Space of DeepReinforcement Learning Models of Behavior withNeural Data

Sebastian Bruch, Patrick McClure, Jingfeng Zhou…·Francisco Pereira

This paper validates the neural representations of Deep RL agents against animal neural data, showing similar geometry in latent spaces and the role of temporal information.

DOI 10.1101/2021.06.15.448556

deep learningbenchmarking

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