Results 11 to 20 of about 10,102,387 (234)
Distributionally robust free energy principle for decision-making [PDF]
Nature CommunicationsDespite their groundbreaking performance, autonomous agents can misbehave when training and environmental conditions become inconsistent, with minor mismatches leading to undesirable behaviors or even catastrophic failures.
Allahkaram Shafiei +3 more
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The Hard Problem of Consciousness and the Free Energy Principle [PDF]
Frontiers in Psychology, 2019 This article applies the free energy principle to the hard problem of consciousness. After clarifying some philosophical issues concerning functionalism, it identifies the elemental form of consciousness as affect and locates its physiological mechanism (
Mark Solms
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A Free Energy Principle for Biological Systems [PDF]
Entropy, 2012 This paper describes a free energy principle that tries to explain the ability of biological systems to resist a natural tendency to disorder. It appeals to circular causality of the sort found in synergetic formulations of self-organization (e.g., the ...
Friston Karl
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Forced Friends: Why the Free Energy Principle Is Not the New Hamilton’s Principle [PDF]
EntropyThe claim that the free energy principle is somehow related to Hamilton’s principle in statistical mechanics is ubiquitous throughout the subject literature. However, the exact nature of this relationship remains unclear.
Bartosz Michał Radomski +1 more
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Improving the Minimum Free Energy Principle to the Maximum Information Efficiency Principle [PDF]
EntropyFriston proposed the Minimum Free Energy Principle (FEP) based on the Variational Bayesian (VB) method. This principle emphasizes that the brain and behavior coordinate with the environment, promoting self-organization. However, it has a theoretical flaw,
Chenguang Lu
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Emotional valence and the free-energy principle. [PDF]
PLoS Computational Biology, 2013 The free-energy principle has recently been proposed as a unified Bayesian account of perception, learning and action. Despite the inextricable link between emotion and cognition, emotion has not yet been formulated under this framework.
Mateus Joffily, Giorgio Coricelli
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Experimental validation of the free-energy principle with in vitro neural networks [PDF]
Nature Communications, 2023 Empirical applications of the free-energy principle are not straightforward because they entail a commitment to a particular process theory, especially at the cellular and synaptic levels.
Takuya Isomura +3 more
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An Investigation of the Free Energy Principle for Emotion Recognition [PDF]
Frontiers in Computational Neuroscience, 2020 This paper offers a prospectus of what might be achievable in the development of emotional recognition devices. It provides a conceptual overview of the free energy principle; including Markov blankets, active inference, and—in particular—a discussion of
Daphne Demekas +2 more
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Teleosemantics and the free energy principle [PDF]
Biology & Philosophy, 2022 The free energy principle is notoriously difficult to understand. In this paper, we relate the principle to a framework that philosophers of biology are familiar with: Ruth Millikan’s teleosemantics.
Stephen Francis Mann +6 more
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Unifying treatments for Depression: An application of the Free Energy Principle [PDF]
Frontiers in Psychology, 2015 Major Depressive Disorder is a debilitating and increasingly prevalent psychiatric condition(1,2). At present, its primary treatments are antidepressant medications and psychotherapy.
Adam Mourad Chekroud +1 more
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