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  1. The Markov blankets of life: autonomy, active inference and the free energy principle.Michael David Kirchhoff - 2018 - Journal of the Royal Society Interface 15 (138).
    This work addresses the autonomous organization of biological systems. It does so by considering the boundaries of biological systems, from individual cells to Home sapiens, in terms of the presence of Markov blankets under the active inference scheme—a corollary of the free energy principle. A Markov blanket defines the boundaries of a system in a statistical sense. Here we consider how a collective of Markov blankets can self-assemble into a global system that itself has a Markov blanket; thereby providing an (...)
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  • The math is not the territory: navigating the free energy principle.Mel Andrews - 2021 - Biology and Philosophy 36 (3):1-19.
    Much has been written about the free energy principle (FEP), and much misunderstood. The principle has traditionally been put forth as a theory of brain function or biological self-organisation. Critiques of the framework have focused on its lack of empirical support and a failure to generate concrete, falsifiable predictions. I take both positive and negative evaluations of the FEP thus far to have been largely in error, and appeal to a robust literature on scientific modelling to rectify the situation. A (...)
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  • First principles in the life sciences: the free-energy principle, organicism, and mechanism.Matteo Colombo & Cory Wright - 2021 - Synthese 198 (14):3463–3488.
    The free-energy principle states that all systems that minimize their free energy resist a tendency to physical disintegration. Originally proposed to account for perception, learning, and action, the free-energy principle has been applied to the evolution, development, morphology, anatomy and function of the brain, and has been called a postulate, an unfalsifiable principle, a natural law, and an imperative. While it might afford a theoretical foundation for understanding the relationship between environment, life, and mind, its epistemic status is unclear. Also (...)
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  • From allostatic agents to counterfactual cognisers: active inference, biological regulation, and the origins of cognition.Andrew W. Corcoran, Giovanni Pezzulo & Jakob Hohwy - 2020 - Biology and Philosophy 35 (3):1-45.
    What is the function of cognition? On one influential account, cognition evolved to co-ordinate behaviour with environmental change or complexity. Liberal interpretations of this view ascribe cognition to an extraordinarily broad set of biological systems—even bacteria, which modulate their activity in response to salient external cues, would seem to qualify as cognitive agents. However, equating cognition with adaptive flexibility per se glosses over important distinctions in the way biological organisms deal with environmental complexity. Drawing on contemporary advances in theoretical biology (...)
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  • Laying down a forking path: Tensions between enaction and the free energy principle.Ezequiel Di Paolo, Evan Thompson & Randall Beer - 2022 - Philosophy and the Mind Sciences 3.
    Several authors have made claims about the compatibility between the Free Energy Principle and theories of autopoiesis and enaction. Many see these theories as natural partners or as making similar statements about the nature of biological and cognitive systems. We critically examine these claims and identify a series of misreadings and misinterpretations of key enactive concepts. In particular, we notice a tendency to disregard the operational definition of autopoiesis and the distinction between a system’s structure and its organization. Other misreadings (...)
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  • The feeling of grip: novelty, error dynamics, and the predictive brain.Julian Kiverstein, Mark Miller & Erik Rietveld - 2019 - Synthese 196 (7):2847-2869.
    According to the free energy principle biological agents resist a tendency to disorder in their interactions with a dynamically changing environment by keeping themselves in sensory and physiological states that are expected given their embodiment and the niche they inhabit :127–138, 2010. doi: 10.1038/nrn2787). Why would a biological agent that aims at minimising uncertainty in its encounters with the world ever be motivated to seek out novelty? Novelty for such an agent would arrive in the form of sensory and physiological (...)
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  • Enactivism and predictive processing: A non-representational view.Michael David Kirchhoff & Ian Robertson - 2018 - Philosophical Explorations 21 (2):264-281.
    This paper starts by considering an argument for thinking that predictive processing (PP) is representational. This argument suggests that the Kullback–Leibler (KL)-divergence provides an accessible measure of misrepresentation, and therefore, a measure of representational content in hierarchical Bayesian inference. The paper then argues that while the KL-divergence is a measure of information, it does not establish a sufficient measure of representational content. We argue that this follows from the fact that the KL-divergence is a measure of relative entropy, which can (...)
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  • Multiscale integration: beyond internalism and externalism.Maxwell J. D. Ramstead, Michael D. Kirchhoff, Axel Constant & Karl J. Friston - 2019 - Synthese 198 (Suppl 1):41-70.
    We present a multiscale integrationist interpretation of the boundaries of cognitive systems, using the Markov blanket formalism of the variational free energy principle. This interpretation is intended as a corrective for the philosophical debate over internalist and externalist interpretations of cognitive boundaries; we stake out a compromise position. We first survey key principles of new radical views of cognition. We then describe an internalist interpretation premised on the Markov blanket formalism. Having reviewed these accounts, we develop our positive multiscale account. (...)
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  • Non-equilibrium thermodynamics and the free energy principle in biology.Matteo Colombo & Patricia Palacios - 2021 - Biology and Philosophy 36 (5):1-26.
    According to the free energy principle, life is an “inevitable and emergent property of any random dynamical system at non-equilibrium steady state that possesses a Markov blanket” :20130475, 2013). Formulating a principle for the life sciences in terms of concepts from statistical physics, such as random dynamical system, non-equilibrium steady state and ergodicity, places substantial constraints on the theoretical and empirical study of biological systems. Thus far, however, the physics foundations of the free energy principle have received hardly any attention. (...)
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  • Examining the Continuity between Life and Mind: Is There a Continuity between Autopoietic Intentionality and Representationality?Wanja Wiese & Karl J. Friston - 2021 - Philosophies 6 (1):18.
    A weak version of the life-mind continuity thesis entails that every living system also has a basic mind (with a non-representational form of intentionality). The strong version entails that the same concepts that are sufficient to explain basic minds (with non-representational states) are also central to understanding non-basic minds (with representational states). We argue that recent work on the free energy principle supports the following claims with respect to the life-mind continuity thesis: (i) there is a strong continuity between life (...)
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  • Where There Is Life There Is Mind… And Free Energy Minimisation?Juan Diego Bogotá - 2024 - In Ana Cuevas-Badallo, Mariano Martín-Villuendas & Juan Gefaell, Life and Mind: Theoretical and Applied Issues in Contemporary Philosophy of Biology and Cognitive Sciences. Springer. pp. 171-200.
    This chapter explores the possibility of integrating the enactive and the Free Energy Principle’s (FEP) approaches to life and mind. Both frameworks have been linked to the life-mind continuity thesis, but recent debates challenge their potential integration. Critics argue that the enactive approach, rooted in autopoiesis theory, has an internalist view of life and a contentful view of cognition, making it challenging to account for adaptive behavior and minimal cognition. Similarly, some find the FEP’s stationary view of life biologically implausible. (...)
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  • Mindshaping, Enactivism, and Ideological Oppression.Michelle Maiese - 2021 - Topoi 41 (2):341-354.
    One of humans’ distinctive cognitive abilities is that they develop an array of capacities through an enculturation process. In “Cognition as a Social Skill,” Sally points to one of the dangers associated with enculturation: ideological oppression. To conceptualize how such oppression takes root, Haslanager appeals to notions of mindshaping and social coordination, whereby people participate in oppressive social practices unthinkingly or even willingly. Arguably, an appeal to mindshaping provides a new kind of argument, grounded in philosophy of mind, which supports (...)
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  • Is free-energy minimisation the mark of the cognitive?Matt Sims & Julian Kiverstein - 2021 - Biology and Philosophy 36 (2):1-27.
    A mark of the cognitive should allow us to specify theoretical principles for demarcating cognitive from non-cognitive causes of behaviour in organisms. Specific criteria are required to settle the question of when in the evolution of life cognition first emerged. An answer to this question should however avoid two pitfalls. It should avoid overintellectualising the minds of other organisms, ascribing to them cognitive capacities for which they have no need given the lives they lead within the niches they inhabit. But (...)
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  • The Circularity of the Embodied Mind.Thomas Fuchs - 2020 - Frontiers in Psychology 11:538478.
    From an embodied and enactive point of view, the mind–body problem has been reformulated as the relation between the lived or subject body on the one hand and the physiological or object body on the other (“body–body problem”). The aim of the paper is to explore the concept of circularity as a means of explaining the relation between the phenomenology of lived experience and the dynamics of organism–environment interactions. This concept of circularity also seems suitable for connecting enactive accounts with (...)
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  • Free Energy and the Self: An Ecological–Enactive Interpretation.Julian Kiverstein - 2020 - Topoi 39 (3):559-574.
    According to the free energy principle all living systems aim to minimise free energy in their sensory exchanges with the environment. Processes of free energy minimisation are thus ubiquitous in the biological world. Indeed it has been argued that even plants engage in free energy minimisation. Not all living things however feel alive. How then did the feeling of being alive get started? In line with the arguments of the phenomenologists, I will claim that every feeling must be felt by (...)
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  • Psychophysical identity and free energy.Alex Kiefer - 2020 - Journal of the Royal Society Interface 17.
    An approach to implementing variational Bayesian inference in biological systems is considered, under which the thermodynamic free energy of a system directly encodes its variational free energy. In the case of the brain, this assumption places constraints on the neuronal encoding of generative and recognition densities, in particular requiring a stochastic population code. The resulting relationship between thermodynamic and variational free energies is prefigured in mind–brain identity theses in philosophy and in the Gestalt hypothesis of psychophysical isomorphism.
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  • A New, Better BET: Rescuing and Revising Basic Emotion Theory.Michael David Kirchhoff, Daniel D. Hutto & Ian Robertson - 2018 - Frontiers in Psychology 9:1-12.
    Basic Emotion Theory, or BET, has dominated the affective sciences for decades (Ekman, 1972, 1992, 1999; Ekman and Davidson, 1994; Griffiths, 2013; Scarantino and Griffiths, 2011). It has been highly influential, driving a number of empirical lines of research (e.g., in the context of facial expression detection, neuroimaging studies and evolutionary psychology). Nevertheless, BET has been criticized by philosophers, leading to calls for it to be jettisoned entirely (Colombetti, 2014; Hufendiek, 2016). This paper defuses those criticisms. In addition, it shows (...)
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  • The free energy principle: it’s not about what it takes, it’s about what took you there.Axel Constant - 2021 - Biology and Philosophy 36 (2):1-17.
    Philosophical writings on the free energy principle in the life sciences often give the impression that minimising free energy is sufficient for life. But minimising free energy is not a sufficient condition for life. In fact, one can perfectly well conceive of a system that actively minimises its free energy, and for this very reason moves inexorably towards death. So, where does the assumption of this entailment relation come from? There is indeed an entailment relation, but it goes the other (...)
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  • The Problem of Meaning: The Free Energy Principle and Artificial Agency.Michael David Kirchhoff, Julian Kiverstein & Tom Froese - 2022 - Frontiers in Neurorobotic 1.
    Biological agents can act in ways that express a sensitivity to context-dependent relevance. So far it has proven difficult to engineer this capacity for context-dependent sensitivity to relevance in artificial agents. We give this problem the label the “problem of meaning”. The problem of meaning could be circumvented if artificial intelligence researchers were to design agents based on the assumption of the continuity of life and mind. In this paper, we focus on the proposal made by enactive cognitive scientists to (...)
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  • Virtual Reality, Embodiment, and Allusion: an Ecological-Enactive Approach.Giovanni Rolla, Guilherme Vasconcelos & Nara M. Figueiredo - 2022 - Philosophy and Technology 35 (4):1-23.
    It is common in the cognitive and computational sciences to regard virtual reality (VR) as composed of illusory experiences, given its immersive character. In this paper, we adopt an ecological-enactive perspective on cognition (Sect. 3) to evaluate the nature of VR and one’s engagement with it. Based on a post-cognitivist conception of illusion, we reject the commonly held assumption that virtual reality experiences (VREs) are illusory (Sect. 4). Our positive take on this issue is that VR devices, like other technological (...)
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  • An enactivist approach to treating depression: cultivating online intelligence through dance and music.Michelle Maiese - 2020 - Phenomenology and the Cognitive Sciences 19 (3):523-547.
    This paper utilizes the enactivist notion of ‘sense-making’ to discuss the nature of depression and examine some implications for treatment. As I understand it, sensemaking is fully embodied, fundamentally affective, and thoroughly embedded in a social environment. I begin by presenting an enactivist conceptualization of affective intentionality and describing how this general mode of intentional directedness to the world is disrupted in cases of major depressive disorder. Next, I utilize this enactivist framework to unpack the notion of ‘temporal desituatedness,’ and (...)
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  • Reincarnating the Identity Theory.Erik Myin & Farid Zahnoun - 2018 - Frontiers in Psychology 9 (3):1--9.
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  • Toward an Embodied, Embedded Predictive Processing Account.Elmarie Venter - 2021 - Frontiers in Psychology 12:543076.
    In this paper, I argue for an embodied, embedded approach to predictive processing and thus align the framework with situated cognition. The recent popularity of theories conceiving of the brain as a predictive organ has given rise to two broad camps in the literature that I callfree energy enactivismandcognitivist predictive processing. The two approaches vary in scope and methodology. The scope ofcognitivist predictive processingis narrow and restricts cognition to brain processes and structures; it does not consider the body-beyond-brain and the (...)
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  • Computational enactivism under the free energy principle.Tomasz Korbak - 2019 - Synthese 198 (3):2743-2763.
    In this paper, I argue that enactivism and computationalism—two seemingly incompatible research traditions in modern cognitive science—can be fruitfully reconciled under the framework of the free energy principle. FEP holds that cognitive systems encode generative models of their niches and cognition can be understood in terms of minimizing the free energy of these models. There are two philosophical interpretations of this picture. A computationalist will argue that as FEP claims that Bayesian inference underpins both perception and action, it entails a (...)
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  • Embodiment, sociality, and the life shaping thesis.Michelle Maiese - 2019 - Phenomenology and the Cognitive Sciences 18 (2):353-374.
    What Kyselo calls the “body-social problem” concerns whether to individuate the human self in terms of its bodily aspects or social aspects. In her view, either approach risks privileging one dimension while reducing the other to a mere contextual element. However, she proposes that principles from enactivism can help us to find a middle ground and solve the body-social problem. Here Kyselo looks to the notions of “needful freedom” and "individuation through and from a world" and extends them from the (...)
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  • Does Separating Intentionality From Mental Representation Imply Radical Enactivism?Tobias Schlicht - 2018 - Frontiers in Psychology 9:372321.
    Traditionally, intentionality is regarded as that feature of all and only mental states – paradigmatically beliefs and desires – in virtue of which they are directed at or are about something. The problem of intentionality is to explain how it fits into the natural order given the intuition that no physical entity can be intentionally directed in this sense. The basic assumption of this paper, proposed by enactivists, is that failure to naturalize intentionality and mental representation is partly due to (...)
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  • A free energy reconstruction of arguments for panpsychism.Majid D. Beni - 2021 - Phenomenology and the Cognitive Sciences 22 (2):399-416.
    The paper draws on scientific resources formed around the notion of Free Energy Principle to reconstruct two well-known defences of panpsychism. I reconstruct the argument from continuity by expanding the mind-life continuity thesis under the rubric of the Free Energy Principle (FEP), by showing that FEP does not provide an objective criterion for demarcating the living from the inanimate. Then I will reconstruct the argument from intrinsic nature. The FEP-based account of consciousness is centred on the notion of ‘temporal depth’ (...)
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  • A universal ethology challenge to the free energy principle: species of inference and good regulators.Thomas van Es & Michael D. Kirchhoff - 2021 - Biology and Philosophy 36 (2):1-24.
    The free energy principle (FEP) portends to provide a unifying principle for the biological and cognitive sciences. It states that for a system to maintain non-equilibrium steady-state with its environment it must minimise its (information-theoretic) free energy. Under the FEP, to minimise free energy is equivalent to engaging in approximate Bayesian inference. According to the FEP, therefore, inference is at the explanatory base of biology and cognition. In this paper, we discuss a specific challenge to this inferential formulation of adaptive (...)
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  • How passive is passive listening? Toward a sensorimotor theory of auditory perception.Tom Froese & Ximena González-Grandón - 2020 - Phenomenology and the Cognitive Sciences 19 (4):619-651.
    According to sensorimotor theory perceiving is a bodily skill involving exercise of an implicit know-how of the systematic ways that sensations change as a result of potential movements, that is, of sensorimotor contingencies. The theory has been most successfully applied to vision and touch, while perceptual modalities that rely less on overt exploration of the environment have not received as much attention. In addition, most research has focused on philosophically grounding the theory and on psychologically elucidating sensorimotor laws, but the (...)
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  • Enactivist Big Five Theory.Garri Hovhannisyan & John Vervaeke - 2021 - Phenomenology and the Cognitive Sciences 21 (2):341-375.
    The distinguishing feature of enactivist cognitive science is arguably its commitment to non-reductionism and its philosophical allegiance to first-person approaches, like phenomenology. The guiding theme of this article is that a theoretically mature enactivism is bound to be humanistic in its articulation, and only by becoming more humanistic can enactivism more fully embody the non-reductionist spirit that lay at its foundation. Our explanatory task is thus to bring forth such an articulation by advancing an enactivist theory of human personality. To (...)
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  • Experiencing organisms: from mineness to subject of experience.Tobias Schlicht - 2018 - Philosophical Studies 175 (10):2447-2474.
    Many philosophers hold that phenomenally conscious experiences involve a sense of mineness, since experiences like pain or hunger are immediately presented as mine. What can be said about this mineness, and does acceptance of this feature commit us to the existence of a subject or self? If yes, how should we characterize this subject? This paper considers the possibility that, to the extent that we accept this feature, it provides us with a minimal notion of a subject of experience, and (...)
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  • Life-mind continuity: untangling categorical, extensional, and systematic aspects.Sebastian Sander Oest - 2024 - Synthese 203 (6):1-22.
    In this paper, I argue that current attempts at classifying life–mind continuity (LMC) feature several important ambiguities. We can resolve these ambiguities by distinguishing between the extensional, categorical, and systematic relationships that LMC might encompass. In Sect. 1, I begin by introducing the notion of LMC and the theory behind it. In Sect. 2, I show how different ideas of mind shape different approaches to continuity and how to achieve its aim. In Sect. 3, I canvas various canonical formulations and (...)
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  • Mind-life continuity: a qualitative study of conscious experience.Inês Hipólito & J. Martins - 2017 - Progress in Biophysics and Molecular Biology 131:432-444.
    There are two fundamental models to understanding the phenomenon of natural life. One is thecomputational model, which is based on the symbolic thinking paradigm. The other is the biologicalorganism model. The common difficulty attributed to these paradigms is that their reductive tools allowthe phenomenological aspects of experience to remain hidden behind yes/no responses (behavioraltests), or brain ‘pictures’ (neuroimaging). Hence, one of the problems regards how to overcome meth-odological difficulties towards a non-reductive investigation of conscious experience. It is our aim in (...)
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  • Levels and Norm-Development: A Phenomenological Approach to Enactive-Ecological Norms of Action and Perception.Miguel A. Sepúlveda-Pedro - 2020 - Frontiers in Psychology 11.
    The enactive approach and the skilled intentionality framework are two closely related forms of radical embodied cognition that nonetheless exhibit important differences. In this paper, I focus on a conceptual disparity regarding the normative character of action and perception. Whereas the skilled intentionality framework describes the norms of action and perception as the capacity of embodied agents to become attuned (i.e., skilled intentionality) to preestablished normative frameworks (i.e., situated normativity), the enactive approach describes the same phenomenon as the enactment of (...)
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  • On the prospects of basal cognition research becoming fully evolutionary: promising avenues and cautionary notes.Alejandro Fábregas-Tejeda & Matthew Sims - 2025 - History and Philosophy of the Life Sciences 47 (1):1-31.
    The research programme ‘basal cognition’ adopts an evolutionary perspective for studying biological cognition. This entails investigating possible cognitive processes in ‘simple’–often non-neuronal–organisms as a means to discover conserved mechanisms and adaptive capacities underwriting cognition in more complex (neuronal) organisms. However, by pulling in the opposite direction of a tradition that views cognition as something that is unique to neuronal organisms, basal cognition has been met with a fair amount of scepticism by philosophers and scientists. The very idea of approaching cognition (...)
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  • On concepts of action and behavior as the implicit point of agreement between Enactivism and Radical Behaviorism.Kohei Yanagawa & Hiroshi Matsui - 2025 - Asian Journal of Philosophy 4 (1):1-18.
    In psychology, the principle of “Behaviorism” has a negative connotation. The ascription of the philosophical stance as “behaviorist” is usually nuanced with criticism, and those labeled behaviorists often deny it (For example, Gallagher says, “But then, a surprise! Barrett also wants to recruit the behaviorists, and specifically, B. F. Skinner. Is this “the enemy of my enemy is my friend” type of strategy? Can we maintain peace within our own ranks if we mix phenomenologist with behaviorists?” (Gallagher, Philosophical Studies, 176(3), (...)
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  • An instrumentalist take on the models of the Free-Energy Principle.Niccolò Aimone Pisano - 2023 - Synthese 201 (4):1-27.
    In this paper, by means of a novel use of insights from the literature on scientific modelling, I will argue in favour of an instrumentalist approach to the models that are crucially involved in the study of adaptive systems within the Free-Energy Principle (FEP) framework. I will begin (§2) by offering a general, informal characterisation of FEP. Then (§3), I will argue that the models involved in FEP-theorising are plausibly intended to be isomorphic to their targets. This will allow (§4) (...)
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  • Developmental Bioelectricity as an Explanatory Framework for Cognition and Meaning.Ahti-Veikko Pietarinen, Majid D. Beni & Vera Shumilina - forthcoming - Biosemiotics:1-25.
    We critically examine the intersection of developmental bioelectricity within the context of the Peircean philosophy of science. We address the criticism of Peirce’s objective idealism and synechism, contest the conflation of semiotic and physical laws, and scrutinise Peirce’s recovery of physical from psychological laws. The upshot is a nonmechanistic, nonreductive interpretation of the evolution of cognition in the bioengineering realm. The work of Kull and others is leveraged to demarcate semiotics and physics, emphasising the irreducibility of bioelectric phenomena to mechanistic (...)
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  • Hierarchical Markov blankets and adaptive active inference. [REVIEW]Michael David Kirchhoff - 2018 - Physics of Life Reviews 24.
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  • Rethinking the Nature of Cognition and Experience: Enactivism in the Context of Modern Technological Transformations (In Russian) // Переосмысление природы познания и опыта: энактивизм в контексте современных технологических трансформаций.Oleg N. Gurov - 2024 - Technologos 1 (4):63-79.
    This paper seeks to present a novel perspective on the enactivist approach, which in turn offers new insights into the comprehension and understanding of contemporary and complex social phenomena such as cyborgisation. In the context of this article, the term 'cyborgization' can be understood as denoting the processes of technological transformation of human nature, whereby technological devices are integrated with the human body. This leads to the emergence of new forms of embodied cognition and experience, which in turn result in (...)
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