Author

Nisheet Patel

University of GenevaORCID 0000-0001-5049-6575Unclaimed 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:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexandre PougetiD· 2 shared Abigaïl IngsteriD· 1 shared Alberto Silvio ChiappaiD· 1 shared Alexander MathisiD· 1 shared Jan DrugowitschiD· 1 shared Pablo TanoiD· 1 shared Satohiro TajimaiD· 1 shared

Activity by Year

2019-2024 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 13 mutual co-author links

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2 shared papersNeuroscience

Alexandre PougetORCID

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2 papers

Recent·Most cited

NeuroscienceNeuronPeer-reviewedOct 1, 2024

Acquiring musculoskeletal skills with curriculum-based reinforcement learning

Alberto Silvio Chiappa, Pablo Tano, Nisheet Patel…·Alexander Mathis

This paper uses curriculum-based reinforcement learning to train a neural network to control a musculoskeletal hand model, revealing insights into motor control and synergy analysis.

33 citationstop 1%

machine learning (classical)

𝕏 PostBluesky

NeuroscienceNature NeurosciencePeer-reviewedAug 5, 2019

Optimal policy for multi-alternative decisions

Satohiro Tajima, Jan Drugowitsch, Nisheet Patel, Alexandre Pouget

The paper derives the optimal policy for multi-alternative decisions and shows how it can be implemented by a neural circuit with normalization and urgency signals.

102 citationstop 1%

statistical model

𝕏 PostBluesky