Author

Chloe N. Winston

University of WashingtonORCID 0000-0002-6856-2945Unclaimed 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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Approach:machine learning (classical)· 1

Frequent Co-Authors

Dana MastrovitoiD· 1 shared Eric Shea‐BrowniD· 1 shared Ştefan MihalaşiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Dana MastrovitoORCID

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1 paper

Recent·Most cited

Heterogeneity in Neuronal Dynamics is Learned by Gradient Descent for Temporal Processing Tasks

Chloe N. Winston, Dana Mastrovito, Eric Shea‐Brown, Ştefan Mihalaş

The paper develops a neuronal model with complex dynamics and shows it can learn temporal tasks using gradient descent, exhibiting diversity and robustness.

Neural Computation · Feb 24, 2023Peer-reviewedNeuroscience