Author

Richard W. Morris

The University of SydneyORCID 0000-0002-5018-1239Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:imaging· 2 Approach:statistical model· 2 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Amir DezfouliiD· 2 shared Bernard W. BalleineiD· 2 shared Fabio Ramos· 1 shared Kristi R. GriffithsiD· 1 shared Mike E. Le PelleyiD· 1 shared Peter DayaniD· 1 shared

Activity by Year

2017-2018 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 11 mutual co-author links

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2 shared papersNeuroscience

Amir DezfouliORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintDec 20, 2018

Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models

Amir Dezfouli, Richard W. Morris, Fabio Ramos…·Bernard W. Balleine

The paper introduces a method using recurrent neural networks to jointly model behavioral and neuroimaging data, revealing new insights into the temporal patterns of brain activity related to decision-making.

14 citations

humanimaging

𝕏 PostBluesky

NeurosciencebioRxivPreprintMay 14, 2017

The Algorithmic Neuroanatomy Of Action-Outcome Learning

Richard W. Morris, Amir Dezfouli, Kristi R. Griffiths…·Bernard W. Balleine

The paper uses fMRI and computational modeling to show that a Kalman filter best explains action-outcome learning, with the medial prefrontal cortex distinguishing action effects from background noise.

7 citations

humanimaging

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