Author

Fabio Tozeto Ramos

The University of SydneyORCID 0000-0002-2996-2188Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Amir DezfouliiD· 1 shared Bernard W. BalleineiD· 1 shared Kristi R. GriffithsiD· 1 shared Peter DayaniD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Amir DezfouliORCID

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1 paper

Recent·Most cited

Models that learn how humans learn: the case of decision-making and its disorders

Amir Dezfouli, Kristi R. Griffiths, Fabio Tozeto Ramos, Peter Dayan, Bernard W. Balleine

The paper introduces a recurrent neural network approach to model human decision-making and shows it outperforms traditional methods in predicting behavior in depression and bipolar disorder.

PLoS Computational Biology · Jun 11, 2019Peer-reviewedBioinformatics