A Mechanistic Understanding of the Different Factors Affecting Adaptation and Flexibility During Probabilistic Reversal Learning: A Neurocomputational Study on Patients with Parkinson’s Disease and Control Subjects

The results provide a mechanistic explanation of the various factors that affect adaptation and flexibility in reinforcement learning, representing a first step toward characterizing and understanding the diverse behaviors on an individual basis.

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Publication Details

Journal
Annals of Biomedical Engineering
Published
2026-03-04
DOI
https://doi.org/10.1007/s10439-026-04038-4
Primary Topic
Parkinson's Disease Mechanisms and Treatments
Type
article
Field-Weighted Citation Impact
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article

A Mechanistic Understanding of the Different Factors Affecting Adaptation and Flexibility During Probabilistic Reversal Learning: A Neurocomputational Study on Patients with Parkinson’s Disease and Control Subjects

Elisa Pelosin, Carola Cosentino, Alessio Zizzi, Federica Scarpellini et al.
Annals of Biomedical Engineering
Parkinson's Disease Mechanisms and Treatments
article

A Mechanistic Understanding of the Different Factors Affecting Adaptation and Flexibility During Probabilistic Reversal Learning: A Neurocomputational Study on Patients with Parkinson’s Disease and Control Subjects

Elisa Pelosin, Carola Cosentino, Alessio Zizzi, Federica Scarpellini, Giulia Piermaria, Luisa Sambati, Silvana Pelle, Mauro Ursino, Susanna Mezzarobba, Giovanna Calandra-Buonaura
article en

Abstract

The results provide a mechanistic explanation of the various factors that affect adaptation and flexibility in reinforcement learning, representing a first step toward characterizing and understanding the diverse behaviors on an individual basis.

Annals of Biomedical Engineering
Istituto delle Scienze Neurologiche di Bologna (IT), Azienda-Unita' Sanitaria Locale Di Cesena (IT), Ospedale Policlinico San Martino (IT), University of Genoa (IT), University of Bologna (IT)
Openalex Percentile: Top 40%
Parkinson's Disease Mechanisms and Treatments
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