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Jérémie Mattout

3 papers in the library · 134 citations · publishing 2019-2021

Papers

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Towards a computational phenomenology of mental action: modelling meta-awareness and attentional control with deep parametric active inference.

Neuroscience of Consciousness 2021 Lars Sandved-Smith, Casper Hesp, Jérémie Mattout et al. 116 citations

Meta-awareness refers to the capacity to explicitly notice the current content of consciousness and has been identified as a key component for the successful control of cognitive states, such as the deliberate direction of attention. This paper proposes a formal model of meta-awareness and attentional control using hierarchical active inference. To do so, we cast mental action as policy...

DOI: 10.1093/nc/niab018 (opens in new tab) Full text (opens in new tab) Mindfulness Active inference Focused attention Free energy principle +5

Towards a computational (neuro)phenomenology of mental action: modelling meta-awareness and attentional control with deep-parametric active inference

PsyArXiv June 10, 2020 Lars Sandved-Smith, Casper Hesp, Antoine Lutz et al. 11 citations preprint

Metacognition refers to the capacity to access, monitor, and control aspects of one’s mental operations and is central to the human condition and experience. Disorders of metacognition are a hallmark of many psychiatric conditions and the training of metacognitive skills is central in education and in many psychotherapies. This paper provides first steps towards the development of a formal...

The epistemic and pragmatic value of non-action: a predictive coding perspective on meditation

January 24, 2019 Antoine Lutz, Jérémie Mattout, Giuseppe Pagnoni 7 citations

The surge of interest about mindfulness meditation is associated with a growing empirical evidence about its impact on the mind and body. Yet, despite promising phenomenological or psychological models of mindfulness, a general mechanistic understanding of meditation steeped in neuroscience is still lacking. In parallel, predictive processing approaches to the mind are rapidly developing in the...