Author

Mike E. Le Pelley

UNSW SydneyORCID 0000-0002-5145-5502Unclaimed 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:statistical model· 2 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Amir DezfouliiD· 1 shared Bernard W. BalleineiD· 1 shared Christopher Raymond NolaniD· 1 shared Kelly GarneriD· 1 shared Kristi R. GriffithsiD· 1 shared Richard W. MorrisiD· 1 shared

Activity by Year

2017-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 7 mutual co-author links

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1 shared paperNeuroscience

Amir DezfouliORCID

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2 papers

Recent·Most cited

Towards the definition and measurement of routines and the cognitive processes that underpin their maintenance

Christopher Raymond Nolan, Mike E. Le Pelley, Kelly Garner

This paper defines and measures routines using transition entropy, showing that routine maintenance is disrupted by frequent task switches and altered reward expectations.

Computational Brain & Behavior · Sep 3, 2026Peer-reviewedNeuroscience

The Algorithmic Neuroanatomy Of Action-Outcome Learning

Richard W. Morris, Amir Dezfouli, Kristi R. Griffiths, Mike E. Le Pelley, 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.

bioRxiv · May 14, 2017 · PreprintNeuroscience