A Hierarchical Attractor Network Model of perceptual versus intentional decision updates

A Hierarchical Attractor Network Model of perceptual versus intentional decision updates

In this study, the authors distinguish between changes of mind about perceptual vs. intentional decisions. A Hierarchical Attractor Network Model is proposed in which human voluntary actions emerge from continuous and dynamic integration of higher-order intentions with sensory evidence and motor cos...

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Main Authors: Anne Löffler, Anastasia Sylaidi, Zafeirios Fountas, Patrick Haggard
Format: Article
Language:English
Published: Nature Publishing Group 2021-04-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-021-22017-2
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spelling doaj-102ed090a4e949dab81ee994cc9d1bc62021-04-04T11:13:23ZengNature Publishing GroupNature Communications2041-17232021-04-0112111710.1038/s41467-021-22017-2A Hierarchical Attractor Network Model of perceptual versus intentional decision updatesAnne Löffler0Anastasia Sylaidi1Zafeirios Fountas2Patrick Haggard3Zuckerman Mind Brain Behaviour Institute, Columbia UniversitySpike AI Research LabsEmotech LabsInstitute of Cognitive Neuroscience, University College LondonIn this study, the authors distinguish between changes of mind about perceptual vs. intentional decisions. A Hierarchical Attractor Network Model is proposed in which human voluntary actions emerge from continuous and dynamic integration of higher-order intentions with sensory evidence and motor costs.https://doi.org/10.1038/s41467-021-22017-2
collection DOAJ
language English
format Article
sources DOAJ
author Anne Löffler
Anastasia Sylaidi
Zafeirios Fountas
Patrick Haggard
spellingShingle Anne Löffler
Anastasia Sylaidi
Zafeirios Fountas
Patrick Haggard
A Hierarchical Attractor Network Model of perceptual versus intentional decision updates
Nature Communications
author_facet Anne Löffler
Anastasia Sylaidi
Zafeirios Fountas
Patrick Haggard
author_sort Anne Löffler
title A Hierarchical Attractor Network Model of perceptual versus intentional decision updates
title_short A Hierarchical Attractor Network Model of perceptual versus intentional decision updates
title_full A Hierarchical Attractor Network Model of perceptual versus intentional decision updates
title_fullStr A Hierarchical Attractor Network Model of perceptual versus intentional decision updates
title_full_unstemmed A Hierarchical Attractor Network Model of perceptual versus intentional decision updates
title_sort hierarchical attractor network model of perceptual versus intentional decision updates
publisher Nature Publishing Group
series Nature Communications
issn 2041-1723
publishDate 2021-04-01
description In this study, the authors distinguish between changes of mind about perceptual vs. intentional decisions. A Hierarchical Attractor Network Model is proposed in which human voluntary actions emerge from continuous and dynamic integration of higher-order intentions with sensory evidence and motor costs.
url https://doi.org/10.1038/s41467-021-22017-2
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