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Limitations of Variational Laplace-Based Dynamic Causal Modelling for Multistable Cortical Circuits.

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Title: Limitations of Variational Laplace-Based Dynamic Causal Modelling for Multistable Cortical Circuits.
Authors: Asadpour A; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Magee campus, Derry~Londonderry, Northern Ireland, UK.; Sussex Neuroscience, School of Life Sciences, University of Sussex, Brighton, UK., Azimi A; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Magee campus, Derry~Londonderry, Northern Ireland, UK.; School of Psychology, Manchester Metropolitan University, Manchester, UK., Wong-Lin K; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Magee campus, Derry~Londonderry, Northern Ireland, UK. k.wong-lin@ulster.ac.uk.
Source: Neuroinformatics [Neuroinformatics] 2026 Apr 01; Vol. 24 (2). Date of Electronic Publication: 2026 Apr 01.
Publication Type: Journal Article
Journal Info: Publisher: Humana Press, Inc Country of Publication: United States NLM ID: 101142069 Publication Model: Electronic Cited Medium: Internet ISSN: 1559-0089 (Electronic) Linking ISSN: 15392791 NLM ISO Abbreviation: Neuroinformatics Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Asadpour+A%22">Asadpour A</searchLink>; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Magee campus, Derry~Londonderry, Northern Ireland, UK.; Sussex Neuroscience, School of Life Sciences, University of Sussex, Brighton, UK.<br /><searchLink fieldCode="AU" term="%22Azimi+A%22">Azimi A</searchLink>; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Magee campus, Derry~Londonderry, Northern Ireland, UK.; School of Psychology, Manchester Metropolitan University, Manchester, UK.<br /><searchLink fieldCode="AU" term="%22Wong-Lin+K%22">Wong-Lin K</searchLink>; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Magee campus, Derry~Londonderry, Northern Ireland, UK. k.wong-lin@ulster.ac.uk.
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        Value: 10.1007/s12021-025-09759-w
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        Text: English
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      – TitleFull: Limitations of Variational Laplace-Based Dynamic Causal Modelling for Multistable Cortical Circuits.
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              Text: 2026 Apr 01
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