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  1. Minimal self-models and the free energy principle.Jakub Limanowski & Felix Blankenburg - 2013 - Frontiers in Human Neuroscience 7.
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  • Imprecise Predictive Coding Is at the Core of Classical Schizophrenia.Peter F. Liddle & Elizabeth B. Liddle - 2022 - Frontiers in Human Neuroscience 16.
    Current diagnostic criteria for schizophrenia place emphasis on delusions and hallucinations, whereas the classical descriptions of schizophrenia by Kraepelin and Bleuler emphasized disorganization and impoverishment of mental activity. Despite the availability of antipsychotic medication for treating delusions and hallucinations, many patients continue to experience persisting disability. Improving treatment requires a better understanding of the processes leading to persisting disability. We recently introduced the term classical schizophrenia to describe cases with disorganized and impoverished mental activity, cognitive impairment and predisposition to persisting (...)
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  • Conceptual engineering, predictive processing, and a new implementation problem.Guido Löhr & Christian Michel - 2024 - Mind and Language 39 (2):201-219.
    According to predictive processing, an increasingly influential paradigm in cognitive science, the function of the brain is to minimize the prediction error of its sensory input. Conceptual engineering is the practice of assessing and changing concepts or word meanings. We contribute to both strands of research by proposing the first cognitive account of conceptual engineering, using the predictive processing framework. Our model reveals a new kind of implementation problem as prediction errors are only minimized if enough agents embrace conceptual changes. (...)
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  • Dynamics of Oddball Sound Processing: Trial-by-Trial Modeling of ECoG Signals.Françoise Lecaignard, Raphaëlle Bertrand, Peter Brunner, Anne Caclin, Gerwin Schalk & Jérémie Mattout - 2022 - Frontiers in Human Neuroscience 15.
    Recent computational models of perception conceptualize auditory oddball responses as signatures of a learning process, in line with the influential view of the mismatch negativity as a prediction error signal. Novel MMN experimental paradigms have put an emphasis on neurophysiological effects of manipulating regularity and predictability in sound sequences. This raises the question of the contextual adaptation of the learning process itself, which on the computational side speaks to the mechanisms of gain-modulated prediction error. In this study using electrocorticographic signals, (...)
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  • Egocentric Chunking in the Predictive Brain: A Cognitive Basis of Expert Performance in High-Speed Sports.Otto Lappi - 2022 - Frontiers in Human Neuroscience 16:822887.
    What principles and mechanisms allow humans to encode complex 3D information, and how can it be so fast, so accurately and so flexibly transformed into coordinated action? How do these processes work when developed to the limit of human physiological and cognitive capacity—as they are in high-speed sports, such as alpine skiing or motor racing? High-speed sports present not only physical challenges, but present some of the biggest perceptual-cognitive demands for the brain. The skill of these elite athletes is in (...)
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  • Effective Augmentation of Creativity-Involving Productivity Consequent to Spontaneous Selectivity in Knowledge Acquisition.Hiroki Kurashige, Yuichi Yamashita, Takashi Hanakawa & Manabu Honda - 2019 - Frontiers in Psychology 10.
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  • Modeling psychopathology: 4D multiplexes to the rescue.Lena Kästner - 2022 - Synthese 201 (1):1-30.
    Accounts of mental disorders focusing either on the brain as neurophysiological substrate or on systematic connections between symptoms are insufficient to account for the multifactorial nature of mental illnesses. Recently, multiplexes have been suggested to provide a holistic view of psychopathology that integrates data from different factors, at different scales, or across time. Intuitively, these multi-layered network structures present quite appealing models of mental disorders that can be constructed by powerful computational machinery based on increasing amounts of real-world data. In (...)
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  • Trauma or Drama: A Predictive Processing Perspective on the Continuum of Stress.Valery Krupnik - 2020 - Frontiers in Psychology 11.
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  • Updating beliefs about pain following advice: Trustworthiness of social advice predicts pain expectations and experience.Charlotte Krahé, Athanasios Koukoutsakis & Aikaterini Fotopoulou - 2024 - Cognition 246 (C):105756.
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  • The Social Modulation of Pain: Others as Predictive Signals of Salience – a Systematic Review.Charlotte Krahé, Anne Springer, John A. Weinman & Aikaterini Fotopoulou - 2013 - Frontiers in Human Neuroscience 7.
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  • Alpha-band oscillations, attention, and controlled access to stored information.Wolfgang Klimesch - 2012 - Trends in Cognitive Sciences 16 (12):606.
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  • Imprecise Uncertain Reasoning: A Distributional Approach.Gernot D. Kleiter - 2018 - Frontiers in Psychology 9.
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  • Interpersonal Biofeedback in Psychodynamic Psychotherapy.Johann Roland Kleinbub, Stefania Mannarini & Arianna Palmieri - 2020 - Frontiers in Psychology 11.
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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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  • The sleeping brain and the neural basis of emotions.Roumen Kirov, Serge Brand, Vasil Kolev & Juliana Yordanova - 2012 - Behavioral and Brain Sciences 35 (3):155-156.
    In addition to active wake, emotions are generated and experienced in a variety of functionally different states such as those of sleep, during which external stimulation and cognitive control are lacking. The neural basis of emotions can be specified by regarding the multitude of emotion-related brain states, as well as the distinct neuro- and psychodynamic stages (generation and regulation) of emotional experience.
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  • Species of realization and the free energy principle.Michael David Kirchhoff - 2015 - Australasian Journal of Philosophy 93 (4):706-723.
    This paper examines, for the first time, the relationship between realization relations and the free energy principle in cognitive neuroscience. I argue, firstly, that the free energy principle has ramifications for the wide versus narrow realization distinction: if the free energy principle is correct, then organismic realizers are insufficient for realizing free energy minimization. I argue, secondly, that the free energy principle has implications for synchronic realization relations, because free energy minimization is realized in dynamical agent-environment couplings embedded at multiple (...)
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  • Predictive processing, perceiving and imagining: Is to perceive to imagine, or something close to it?Michael D. Kirchhoff - 2018 - Philosophical Studies 175 (3):751-767.
    This paper examines the relationship between perceiving and imagining on the basis of predictive processing models in neuroscience. Contrary to the received view in philosophy of mind, which holds that perceiving and imagining are essentially distinct, these models depict perceiving and imagining as deeply unified and overlapping. It is argued that there are two mutually exclusive implications of taking perception and imagination to be fundamentally unified. The view defended is what I dub the ecological–enactive view given that it does not (...)
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  • Predictive brains and embodied, enactive cognition: an introduction to the special issue.Michael Kirchhoff - 2018 - Synthese 195 (6):2355-2366.
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  • In Search of Ontological Emergence: Diachronic, But Non-supervenient.Michael Kirchhoff - 2014 - Axiomathes 24 (1):89-116.
    Most philosophical accounts of emergence are based on supervenience, with supervenience being an ontologically synchronic relation of determination. This conception of emergence as a relation of supervenience, I will argue, is unable to make sense of the kinds of emergence that are widespread in self-organizing and nonlinear dynamical systems, including distributed cognitive systems. In these dynamical systems, an emergent property is ontological and diachronic.
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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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  • The predictive mind and the experience of visual art work.Ladislav Kesner - 2014 - Frontiers in Psychology 5.
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  • “Seeing Rain”: Integrating phenomenological and Bayesian predictive coding approaches to visual hallucinations and self-disturbances (Ichstörungen) in schizophrenia.J. A. Kaminski, P. Sterzer & A. L. Mishara - 2019 - Consciousness and Cognition 73 (C):102757.
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  • Degeneracy in the nervous system: from neuronal excitability to neural coding.Mohammad Amin Kamaleddin - 2022 - Bioessays 44 (1):2100148.
    Degeneracy is ubiquitous across biological systems where structurally different elements can yield a similar outcome. Degeneracy is of particular interest in neuroscience too. On the one hand, degeneracy confers robustness to the nervous system and facilitates evolvability: Different elements provide a backup plan for the system in response to any perturbation or disturbance. On the other, a difficulty in the treatment of some neurological disorders such as chronic pain is explained in light of different elements all of which contribute to (...)
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  • Attention: a descriptive taxonomy.Antonios Kaldas - 2022 - History and Philosophy of the Life Sciences 44 (4):1-27.
    The term attention has been used to mean so many different things that some have despaired of it being useful at all. This paper is devoted to bringing a modicum of order to the chaos through the time-honored device of categorization. The chief purpose of this paper is to introduce a comprehensive descriptive taxonomy of the nuanced ways the term attention may be employed. It is presented in table form, followed by elucidations and illustrations of each of its items. But (...)
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  • A Theory of Predictive Dissonance: Predictive Processing Presents a New Take on Cognitive Dissonance.Roope Oskari Kaaronen - 2018 - Frontiers in Psychology 9.
    This article is a comparative study between predictive processing (PP, or predictive coding) and cognitive dissonance (CD) theory. The theory of CD, one of the most influential and extensively studied theories in social psychology, is shown to be highly compatible with recent developments in PP. This is particularly evident in the notion that both theories deal with strategies to reduce perceived error signals. However, reasons exist to update the theory of CD to one of “predictive dissonance.” First, the hierarchical PP (...)
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  • Bringing Forth Within: Enhabiting at the Intersection Between Enaction and Ecological Psychology.Mark M. James - 2020 - Frontiers in Psychology 11.
    Baggs and Chemero (2018) propose that certain tensions between enaction and ecological psychology arise due different interpretations about what is meant by the “environment.” In the enactive approach the emphasis is on the umwelt, which describes the environment as the “meaningful, lived surroundings of a given individual.” The ecological approach, on the other hand, emphasises what they refer to as the habitat “the environment as a set of resources for a typical, or ideal, member of a species.” By making this (...)
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  • Prior Precision Modulates the Minimization of Auditory Prediction Error.Yi-Fang Hsu, Florian Waszak & Jarmo A. Hämäläinen - 2019 - Frontiers in Human Neuroscience 13.
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  • Rapid Eye Movements in Sleep Furnish a Unique Probe Into Consciousness.Charles C.-H. Hong, James H. Fallon, Karl J. Friston & James C. Harris - 2018 - Frontiers in Psychology 9:377231.
    The neural correlates of rapid eye movements (REMs) in sleep are extraordinarily robust; including REM-locked activation in the retrosplenial cortex, the supplementary eye field and areas overlapping cholinergic basal nucleus. The phenomenology of REMs speaks to the notion that perceptual experience in both sleep and wakefulness is a constructive process – in which we generate predictions of sensory inputs and then test those predictions through actively sampling the sensorium with eye movements. On this view, REMs during sleep may index an (...)
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  • Binary Theorizing Does Not Account for Action Control.Bernhard Hommel - 2019 - Frontiers in Psychology 10.
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  • Phenomenal Variability and Introspective Reliability.Jakob Hohwy - 2011 - Mind and Language 26 (3):261-286.
    There is surprising evidence that introspection of our phenomenal states varies greatly between individuals and within the same individual over time. This puts pressure on the notion that introspection gives reliable access to our own phenomenology: introspective unreliability would explain the variability, while assuming that the underlying phenomenology is stable. I appeal to a body of neurocomputational, Bayesian theory and neuroimaging findings to provide an alternative explanation of the evidence: though some limited testing conditions can cause introspection to be unreliable, (...)
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  • Self-supervision, normativity and the free energy principle.Jakob Hohwy - 2020 - Synthese 199 (1-2):29-53.
    The free energy principle says that any self-organising system that is at nonequilibrium steady-state with its environment must minimize its free energy. It is proposed as a grand unifying principle for cognitive science and biology. The principle can appear cryptic, esoteric, too ambitious, and unfalsifiable—suggesting it would be best to suspend any belief in the principle, and instead focus on individual, more concrete and falsifiable ‘process theories’ for particular biological processes and phenomena like perception, decision and action. Here, I explain (...)
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  • Delusions as Forensically Disturbing Perceptual Inferences.Jakob Hohwy & Vivek Rajan - 2011 - Neuroethics 5 (1):5-11.
    Bortolotti’s Delusions and Other Irrational Beliefs defends the view that delusions are beliefs on a continuum with other beliefs. A different view is that delusions are more like illusions, that is, they arise from faulty perception. This view, which is not targeted by the book, makes it easier to explain why delusions are so alien and disabling but needs to appeal to forensic aspects of functioning.
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  • Perception Is Not Always and Everywhere Inferential.Inês Hipólito - 2018 - Australasian Philosophical Review 2 (2):184-188.
    This paper argues that it is possible to embrace the predictive processing framework (PP) without reducing affordances to inferential perception. The cognitivist account of PP contends that it can capture relational perception, such as affordances. The rationale for this claim is that over time, sensory data becomes highly-weighted. This paper, however, will show the inconsistency of this claim in the face of the cognitivist premise that ‘encapsulated’ models can throw away ‘the body, the world, or other people’ [Hohwy 2016: 265]. (...)
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  • Towards a Theory of Spiritual and Religious Experiences.Chris A. M. Hermans - 2015 - Archive for the Psychology of Religion 37 (2):141-167.
    How do we define religious experiences? And what would be the relationship with spiritual experiences? The author claims that the cognitive turn in science gives us new opportunities to map the territory of religion and spirituality. In line with other authors, he proposes a building block approach of cognitive mechanisms that can deal with questions regarding the specificity, origin, and complexity of religious experiences. Two concepts are presented that bridge the great divide which is presumed to exist between sciences that (...)
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  • Why and How. The Future of the Central Questions of Consciousness.Marek Havlík, Eva Kozáková & Jiří Horáček - 2017 - Frontiers in Psychology 8:279552.
    In this review, we deal with two central questions of consciousness how and why, and we outline their possible future development. The question how refers to the empirical endeavor to reveal the neural correlates and mechanisms that form consciousness. On the other hand, the question why generally refers to the “hard problem” of consciousness, which claims that empirical science will always fail to provide a satisfactory answer to the question why is there conscious experience at all. Unfortunately, the hard problem (...)
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  • Grounding the neurobiology of language in first principles: The necessity of non-language-centric explanations for language comprehension.Uri Hasson, Giovanna Egidi, Marco Marelli & Roel M. Willems - 2018 - Cognition 180 (C):135-157.
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  • How Stress Can Change Our Deepest Preferences: Stress Habituation Explained Using the Free Energy Principle.Mattis Hartwig, Anjali Bhat & Achim Peters - 2022 - Frontiers in Psychology 13.
    People who habituate to stress show a repetition-induced response attenuation—neuroendocrine, cardiovascular, neuroenergetic, and emotional—when exposed to a threatening environment. But the exact dynamics underlying stress habituation remain obscure. The free energy principle offers a unifying account of self-organising systems such as the human brain. In this paper, we elaborate on how stress habituation can be explained and modelled using the free energy principle. We introduce habituation priors that encode the agent’s tendency for stress habituation and incorporate them in the agent’s (...)
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  • Cooperation and Social Rules Emerging From the Principle of Surprise Minimization.Mattis Hartwig & Achim Peters - 2021 - Frontiers in Psychology 11.
    The surprise minimization principle has been applied to explain various cognitive processes in humans. Originally describing perceptual and active inference, the framework has been applied to different types of decision making including long-term policies, utility maximization and exploration. This analysis extends the application of surprise minimization to a multi-agent setup and shows how it can explain the emergence of social rules and cooperation. We further show that in social decision-making and political policy design, surprise minimization is superior in many aspects (...)
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  • Bayesian Cognitive Science, Unification, and Explanation.Stephan Hartmann & Matteo Colombo - 2017 - British Journal for the Philosophy of Science 68 (2).
    It is often claimed that the greatest value of the Bayesian framework in cognitive science consists in its unifying power. Several Bayesian cognitive scientists assume that unification is obviously linked to explanatory power. But this link is not obvious, as unification in science is a heterogeneous notion, which may have little to do with explanation. While a crucial feature of most adequate explanations in cognitive science is that they reveal aspects of the causal mechanism that produces the phenomenon to be (...)
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  • Commentary: Predictions and the brain: how musical sounds become rewarding.Niels Chr Hansen, Martin J. Dietz & Peter Vuust - 2017 - Frontiers in Human Neuroscience 11.
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  • Can hierarchical predictive coding explain binocular rivalry?Julia Haas - 2021 - Philosophical Psychology 34 (3):424-444.
    Hohwy et al.’s (2008) model of binocular rivalry (BR) is taken as a classic illustration of predictive coding’s explanatory power. I revisit the account and show that it cannot explain the role of reward in BR. I then consider a more recent version of Bayesian model averaging, which recasts the role of reward in (BR) in terms of optimism bias. If we accept this account, however, then we must reconsider our conception of perception. On this latter view, I argue, organisms (...)
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  • Language and memory for object location.Harmen B. Gudde, Kenny R. Coventry & Paul E. Engelhardt - 2016 - Cognition 153 (C):99-107.
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  • A General Model of and Lineage-Specific Ground Plans for Animal Consciousness.Daichi G. Suzuki - 2022 - Annals of the Japan Association for Philosophy of Science 31:5-29.
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  • Does Perceptual Consciousness Overflow Cognitive Access? The Challenge from Probabilistic, Hierarchical Processes.Steven Gross & Jonathan Flombaum - 2017 - Mind and Language 32 (3):358-391.
    Does perceptual consciousness require cognitive access? Ned Block argues that it does not. Central to his case are visual memory experiments that employ post-stimulus cueing—in particular, Sperling's classic partial report studies, change-detection work by Lamme and colleagues, and a recent paper by Bronfman and colleagues that exploits our perception of ‘gist’ properties. We argue contra Block that these experiments do not support his claim. Our reinterpretations differ from previous critics' in challenging as well a longstanding and common view of visual (...)
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  • A Predictive Coding Framework for Understanding Major Depression.Jessica R. Gilbert, Christina Wusinich & Carlos A. Zarate - 2022 - Frontiers in Human Neuroscience 16.
    Predictive coding models of brain processing propose that top-down cortical signals promote efficient neural signaling by carrying predictions about incoming sensory information. These “priors” serve to constrain bottom-up signal propagation where prediction errors are carried via feedforward mechanisms. Depression, traditionally viewed as a disorder characterized by negative cognitive biases, is associated with disrupted reward prediction error encoding and signaling. Accumulating evidence also suggests that depression is characterized by impaired local and long-range prediction signaling across multiple sensory domains. This review highlights (...)
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  • Predictive processing and foundationalism about perception.Harmen Ghijsen - 2018 - Synthese 198 (Suppl 7):1751-1769.
    Predictive processing accounts of perception assume that perception does not work in a purely bottom-up fashion but also uses acquired knowledge to make top-down predictions about the incoming sensory signals. This provides a challenge for foundationalist accounts of perception according to which perceptual beliefs are epistemically basic, that is, epistemically independent from other beliefs. If prior beliefs rationally influence which perceptual beliefs we come to accept, then foundationalism about perception appears untenable. I review several ways in which foundationalism might be (...)
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  • A vessel without a pilot: Bodily and affective experience in the Cotard delusion of inexistence.Philip Gerrans - 2022 - Mind and Language 38 (4):1059-1080.
    The initial cause of Cotard delusion is pervasive dyshomeostasis (dysregulation of basic bodily function).This explanation draws on interoceptive active inference account of self‐representation. In this framework, the self is an hierarchical predictive model made by the brain to facilitate homeostatic regulation. The account I provide is an alternative to two factor accounts of the Cotard delusion that treat depersonalisation experience as the first factor in genesis of the Cotard delusion. I argue that depersonalisation experience and the Cotard delusion are produced (...)
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  • Active inference, enactivism and the hermeneutics of social cognition.Shaun Gallagher & Micah Allen - 2018 - Synthese 195 (6):2627-2648.
    We distinguish between three philosophical views on the neuroscience of predictive models: predictive coding, predictive processing and predictive engagement. We examine the concept of active inference under each model and then ask how this concept informs discussions of social cognition. In this context we consider Frith and Friston’s proposal for a neural hermeneutics, and we explore the alternative model of enactivist hermeneutics.
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  • The deep history of affect and consciousness.Rami Gabriel - 2023 - Philosophical Psychology 36 (4):734-744.
    I contrast two notions of cognition offered in Joseph LeDoux’s (2019) The Deep History of Ourselves toward arguing for the functional role of affect and consciousness in the evolution of matter. I argue that an emphasis on the cultural construction of emotions misrepresents the relationship between culture and biology. A more parsimonious story about the evolution of mind requires leaving behind some aspects of a cognitivist epistemology.
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  • The brain is not an isolated “black box,” nor is its goal to become one.Tom Froese & Takashi Ikegami - 2013 - Behavioral and Brain Sciences 36 (3):213-214.
    In important ways, Clark's (HPM) approach parallels the research agenda we have been pursuing. Nevertheless, we remain unconvinced that the HPM offers the best clue yet to the shape of a unified science of mind and action. The apparent convergence of research interests is offset by a profound divergence of theoretical starting points and ideal goals.
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