ArticleEntropy (Basel, Switzerland)2021
The Radically Embodied Conscious Cybernetic Bayesian Brain: From Free Energy to Free Will and Back Again.
Article in Entropy (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- No evidence for modulation of the readiness potential by respiratory phase during natural breathing.PLoS biology · 2026Article
- Emotions Are Folk Concepts in a Predicting Brain.Brain sciences · 2026Article
- Using chills-inducing music to augment self-transcendence, emotional breakthrough, and psychological insight during mindfulness and loving kindness meditation.Frontiers in psychology · 2026Article
- Motor and operative intentionality in computational phenomenology: from shallow to deep active inference models.Neuroscience of consciousness · 2026Article
- Neurovascular Signaling at the Gliovascular Interface: From Flow Regulation to Cognitive Energy Coupling.International journal of molecular sciences · 2025Review
- How do inner screens enable imaginative experience? Applying the free-energy principle directly to the study of conscious experience.Neuroscience of consciousness · 2025Article
- On the varieties of conscious experiences: Altered Beliefs Under Psychedelics (ALBUS).Neuroscience of consciousness · 2025Article
- Active Inference in Psychology and Psychiatry: Progress to Date?Entropy (Basel, Switzerland) · 2024Review
- Feeling our place in the world: an active inference account of self-esteem.Neuroscience of consciousness · 2024Article
- Forgetting ourselves in flow: an active inference account of flow states and how we experience ourselves within them.Frontiers in psychology · 2024Article
- Editorial: Bio A.I. - from embodied cognition to enactive robotics.Frontiers in neurorobotics · 2023Article
- Applying the Free Energy Principle to Complex Adaptive Systems.Entropy (Basel, Switzerland) · 2022Article
- Generalized Simultaneous Localization and Mapping (G-SLAM) as unification framework for natural and artificial intelligences: towards reverse engineering the hippocampal/entorhinal system and principles of high-level cognition.Frontiers in systems neuroscience · 2022Article
- Integrated world modeling theory expanded: Implications for the future of consciousness.Frontiers in computational neuroscience · 2022Article
- Embodied Object Representation Learning and Recognition.Frontiers in neurorobotics · 2022Article
- Permutation Entropy as a Universal Disorder Criterion: How Disorders at Different Scale Levels Are Manifestations of the Same Underlying Principle.Entropy (Basel, Switzerland) · 2021Article
- Back to square one: the bodily roots of conscious experiences in early life.Neuroscience of consciousness · 2021Article
- An Integrated World Modeling Theory (IWMT) of Consciousness: Combining Integrated Information and Global Neuronal Workspace Theories With the Free Energy Principle and Active Inference Framework; Toward Solving the Hard Problem and Characterizing Agentic Causation.Frontiers in artificial intelligence · 2020Article
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Abstract
Drawing from both enactivist and cognitivist perspectives on mind, I propose that explaining teleological phenomena may require reappraising both "Cartesian theaters" and mental homunculi in terms of embodied self-models (ESMs), understood as body maps with agentic properties, functioning as predictive-memory systems and cybernetic controllers. Quasi-homuncular ESMs are suggested to constitute a major organizing principle for neural architectures due to their initial and ongoing significance for solutions to inference problems in cognitive (and affective) development. Embodied experiences provide foundational lessons in learning curriculums in which agents explore increasingly challenging problem spaces, so answering an unresolved question in Bayesian cognitive science: what are biologically plausible mechanisms for equipping learners with sufficiently powerful inductive biases to adequately constrain inference spaces? Drawing on models from neurophysiology, psychology, and developmental robotics, I describe how embodiment provides fundamental sources of empirical priors (as reliably learnable posterior expectations). If ESMs play this kind of foundational role in cognitive development, then bidirectional linkages will be found between all sensory modalities and frontal-parietal control hierarchies, so infusing all senses with somatic-motoric properties, thereby structuring all perception by relevant affordances, so solving frame problems for embodied agents. Drawing upon the Free Energy Principle and Active Inference framework, I describe a particular mechanism for intentional action selection via consciously imagined (and explicitly represented) goal realization, where contrasts between desired and present states influence ongoing policy selection via predictive coding mechanisms and backward-chained imaginings (as self-realizing predictions). This embodied developmental legacy suggests a mechanism by which imaginings can be intentionally shaped by (internalized) partially-expressed motor acts, so providing means of agentic control for attention, working memory, imagination, and behavior. I further describe the nature(s) of mental causation and self-control, and also provide an account of readiness potentials in Libet paradigms wherein conscious intentions shape causal streams leading to enaction. Finally, I provide neurophenomenological handlings of prototypical qualia including pleasure, pain, and desire in terms of self-annihilating free energy gradients via quasi-synesthetic interoceptive active inference. In brief, this manuscript is intended to illustrate how radically embodied minds may create foundations for intelligence (as capacity for learning and inference), consciousness (as somatically-grounded self-world modeling), and will (as deployment of predictive models for enacting valued goals).
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