Results for 'Bayesian theories of perception'

945 found
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  1. A higher order Bayesian decision theory of consciousness.Hakwan Lau - 2008 - In Rahul Banerjee & Bikas K. Chakrabarti (eds.), Models of brain and mind: physical, computational, and psychological approaches. Boston: Elsevier.
    It is usually taken as given that consciousness involves superior or more elaborate forms of information processing. Contemporary models equate consciousness with global processing, system complexity, or depth or stability of computation. This is in stark contrast with the powerful philosophical intuition that being conscious is more than just having the ability to compute. I argue that it is also incompatible with current empirical findings. I present a model that is free from the strong assumption that consciousness predicts superior performance. (...)
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  2. Bayesian Perception Is Ecological Perception.Nico Orlandi - 2016 - Philosophical Topics 44 (2):327-351.
    There is a certain excitement in vision science concerning the idea of applying the tools of bayesian decision theory to explain our perceptual capacities. Bayesian models are thought to be needed to explain how the inverse problem of perception is solved, and to rescue a certain constructivist and Kantian way of understanding the perceptual process. Anticlimactically, I argue both that bayesian outlooks do not constitute good solutions to the inverse problem, and that they are not constructivist (...)
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  3.  4
    Perception as Bayesian Inference.David C. Knill & Whitman Richards (eds.) - 1996 - Cambridge University Press.
    In recent years, Bayesian probability theory has emerged not only as a powerful tool for building computational theories of vision, but also as a general paradigm for studying human visual perception. This book provides an introduction to and critical analysis of the Bayesian paradigm. Leading researchers in computer vision and experimental vision science describe general theoretical frameworks for modeling vision, detailed applications to specific problems and implications for experimental studies of human perception. The book provides (...)
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  4. Fitness Beats Truth in the Evolution of Perception.Chetan Prakash, Kyle D. Stephens, Donald D. Hoffman, Manish Singh & Chris Fields - 2020 - Acta Biotheoretica 69 (3):319-341.
    Does natural selection favor veridical percepts—those that accurately depict objective reality? Perceptual and cognitive scientists standardly claim that it does. Here we formalize this claim using the tools of evolutionary game theory and Bayesian decision theory. We state and prove the “Fitness-Beats-Truth Theorem” which shows that the claim is false: If one starts with the assumption that perception involves inference to states of the objective world, then the FBT Theorem shows that a strategy that simply seeks to maximize (...)
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  5.  30
    An Introduction to Predictive Processing Models of Perception and Decision‐Making.Mark Sprevak & Ryan Smith - forthcoming - Topics in Cognitive Science.
    The predictive processing framework includes a broad set of ideas, which might be articulated and developed in a variety of ways, concerning how the brain may leverage predictive models when implementing perception, cognition, decision-making, and motor control. This article provides an up-to-date introduction to the two most influential theories within this framework: predictive coding and active inference. The first half of the paper (Sections 2–5) reviews the evolution of predictive coding, from early ideas about efficient coding in the (...)
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  6.  28
    A Bayesian approach to the evolution of perceptual and cognitive systems.Wilson S. Geisler & Randy L. Diehl - 2003 - Cognitive Science 27 (3):379-402.
    We describe a formal framework for analyzing how statistical properties of natural environments and the process of natural selection interact to determine the design of perceptual and cognitive systems. The framework consists of two parts: a Bayesian ideal observer with a utility function appropriate for natural selection, and a Bayesian formulation of Darwin's theory of natural selection. Simulations of Bayesian natural selection were found to yield new insights, for example, into the co‐evolution of camouflage, color vision, and (...)
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  7. Prediction error minimization, mental and developmental disorder, and statistical theories of consciousness.Jakob Hohwy - 2015 - In Rocco J. Gennaro (ed.), Disturbed Consciousness: New Essays on Psychopathology and Theories of Consciousness. MIT Press.
    This chapter seeks to recover an approach to consciousness from a general theory of brain function, namely the prediction error minimization theory. The way this theory applies to mental and developmental disorder demonstrates its relevance to consciousness. The resulting view is discussed in relation to a contemporary theory of consciousness, namely the idea that conscious perception depends on Bayesian metacognition; this theory is also supported by considerations of psychopathology. This Bayesian theory is first disconnected from the higher-order (...)
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  8.  14
    (1 other version)Innateness and (bayesian) visual perception: Reconciling nativism and development.Brian J. Scholl - 2005 - In Peter Carruthers, Stephen Laurence & Stephen P. Stich (eds.), The Innate Mind: Structure and Contents. New York, US: Oxford University Press on Demand. pp. 34.
    This chapter explores a way in which visual processing may involve innate constraints and attempts to show how such processing overcomes one enduring challenge to nativism. In particular, many challenges to nativist theories in other areas of cognitive psychology have focused on the later development of such abilities, and have argued that such development is in conflict with innate origins. Innateness, in these contexts, is seen as antidevelopmental, associated instead with static processes and principles. In contrast, certain perceptual models (...)
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  9.  52
    A Bayesian Theory of Sequential Causal Learning and Abstract Transfer.Hongjing Lu, Randall R. Rojas, Tom Beckers & Alan L. Yuille - 2016 - Cognitive Science 40 (2):404-439.
    Two key research issues in the field of causal learning are how people acquire causal knowledge when observing data that are presented sequentially, and the level of abstraction at which learning takes place. Does sequential causal learning solely involve the acquisition of specific cause-effect links, or do learners also acquire knowledge about abstract causal constraints? Recent empirical studies have revealed that experience with one set of causal cues can dramatically alter subsequent learning and performance with entirely different cues, suggesting that (...)
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  10.  29
    Buddhist theory of perception with special reference to Pramāṇa vārttika of Dharmakīrti.Chandra Shekhar Vyas - 1991 - New Delhi: Navrang. Edited by Dharmakīrti.
    Summary An attempt is made in this book to expound the Buddhist theory of perception as conceived by Dinnaga and Dharmkirti, especially as presented in Pramanavarttika of the latter. The study is divided into nine chapters. The first chapter deals with the Dinaga-Dharmakirti logico-epistemological sub-system within the overall system of Buddhist philosophy. The second chapter brings out the unique contribution of Pramanavarttika as a commentary to Pramanasamuccaya of Dinnaga. The third and fourth chapters are focused on the pre-Dinnaga and (...)
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  11. Saving epistemology from the epistemologists: recent work in the theory of knowledge.Adam Morton - 2000 - British Journal for the Philosophy of Science 51 (4):685-704.
    This is a very selective survey of developments in epistemology, concentrating on work from the past twenty years that is of interest to philosophers of science. The selection is organized around interesting connections between distinct themes. I first connect issues about skepticism to issues about the reliability of belief-acquiring processes. Next I connect discussions of the defeasibility of reasons for belief to accounts of the theory-independence of evidence. Then I connect doubts about Bayesian epistemology to issues about the content (...)
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  12. Bayesian theories of conditioning in a changing world.Aaron C. Courville, Nathaniel D. Daw & David S. Touretzky - 2006 - Trends in Cognitive Sciences 10 (7):294-300.
  13.  28
    A Validation of Knowledge: A New, Objective Theory of Axioms, Causality, Meaning, Propositions, Mathematics, and Induction.Ronald Pisaturo - 2020 - Norwalk, Connecticut: Prime Mover Press.
    This book seeks to offer original answers to all the major open questions in epistemology—as indicated by the book’s title. These questions and answers arise organically in the course of a validation of the entire corpus of human knowledge. The book explains how we know what we know, and how well we know it. The author presents a positive theory, motivated and directed at every step not by a need to reply to skeptics or subjectivists, but by the need of (...)
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  14. Generalization, similarity, and bayesian inference.Joshua B. Tenenbaum & Thomas L. Griffiths - 2001 - Behavioral and Brain Sciences 24 (4):629-640.
    Shepard has argued that a universal law should govern generalization across different domains of perception and cognition, as well as across organisms from different species or even different planets. Starting with some basic assumptions about natural kinds, he derived an exponential decay function as the form of the universal generalization gradient, which accords strikingly well with a wide range of empirical data. However, his original formulation applied only to the ideal case of generalization from a single encountered stimulus to (...)
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  15.  27
    The Bayesian Theory of Confirmation, Idealizations and Approximations in Science.Erdinç Sayan - 1998 - The Paideia Archive: Twentieth World Congress of Philosophy 37:281-289.
    My focus in this paper is on how the basic Bayesian model can be amended to reflect the role of idealizations and approximations in the confirmation or disconfirmation of any hypothesis. I suggest the following as a plausible way of incorporating idealizations and approximations into the Bayesian condition for incremental confirmation: Theory T is confirmed by observation P relative to background knowledge B iff Pr&B) > PrandB), where I is the conjunction of idealizations and approximations used in deriving (...)
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  16. A Theory of Perception.George Pitcher - 1971 - Philosophy 48 (185):300-303.
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  17.  48
    Perceptual justification in the Bayesian brain: a foundherentist account.Paweł Gładziejewski - 2021 - Synthese 199 (3-4):11397-11421.
    In this paper, I use the predictive processing theory of perception to tackle the question of how perceptual states can be rationally involved in cognition by justifying other mental states. I put forward two claims regarding the epistemological implications of PP. First, perceptual states can confer justification on other mental states because the perceptual states are themselves rationally acquired. Second, despite being inferentially justified rather than epistemically basic, perceptual states can still be epistemically responsive to the mind-independent world. My (...)
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  18.  28
    How Theories of Perception Deploy the Line: Reconfiguring Students' Bodies Through Topo‐Philosophy.Elizabeth de Freitas - 2014 - Educational Theory 64 (3):285-301.
    In this essay Elizabeth de Freitas follows Tim Ingold's groundbreaking anthropological work on lines and their cultural and material significance to argue that the line is the engine of theory, be it the drawn line of inscription or mathematical measure, the exclusionary line of delineation, or the undulating generative line of flight. De Freitas focuses on contemporary theories of perception that deploy the line — and mobilize the force of theory — so as to encode and reconfigure the (...)
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  19. (1 other version)A Theory Of Perception.George Pitcher - 1971 - Princeton: Princeton University Press.
    Presented here in a lucid, simple style is an extended defense of a behavioral and direct-realist theory of sense perception. Originally published in 1971. The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These paperback editions preserve the original texts of these important books while presenting them in durable paperback editions. The goal of the Princeton Legacy Library is to vastly increase access to the (...)
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  20. Direct perception and the predictive mind.Zoe Drayson - 2018 - Philosophical Studies 175 (12):3145-3164.
    Predictive approaches to the mind claim that perception, cognition, and action can be understood in terms of a single framework: a hierarchy of Bayesian models employing the computational strategy of predictive coding. Proponents of this view disagree, however, over the extent to which perception is direct on the predictive approach. I argue that we can resolve these disagreements by identifying three distinct notions of perceptual directness: psychological, metaphysical, and epistemological. I propose that perception is plausibly construed (...)
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  21. Theories of Perception and the Concept of Structure: A Review and Critical Analysis with an Introduction to a Dynamic-Structural Theory of Behavior.FLOYD H. ALLPORT - 1955
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  22. The physicalistic trap in perception theory.Rainer Mausfeld - 2002 - In D. Heyer (ed.), Perception and the Physical World: Psychological and Philosophical Issues in Perception. John Wiley and Sons.
    The chapter deals with misconceptions in perception theory that are based on the idea of slicing the nature of perception along the joints of physics and on corresponding ill-conceived ʹpurposesʹ and ʹgoalsʹ of the perceptual system. It argues that the conceptual structure underlying the percept cannot be inferentially attained from the sensory input. The output of the perceptual system, namely meaningful categories, is evidently vastly underdetermined by the sensory input, namely physico-geometric energy patterns. Thus, the core task of (...)
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  23.  22
    A Theory of Perception.W. Preston Warren - 1972 - Philosophy and Phenomenological Research 33 (1):136-137.
  24. Externalist theories of perception.William P. Alston - 1990 - Philosophy and Phenomenological Research 50:73-97.
    The title refers to theories that require a certain sort of relation between X and an experience of S in order that S perceive X. The relation might be causal, counterfactual, doxastic, or otherwise. It is argued against such theories that there are possible cases in which X stands in the required relation to an experience of S and S does not perceive X and cases in which X is perceived though it does not stand in the required (...)
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  25. A bayesian theory of rational acceptance.Mark Kaplan - 1981 - Journal of Philosophy 78 (6):305-330.
  26.  40
    Aquinas’s Theory of Perception: An Analytic Reconstruction.Anthony J. Lisska - 2016 - New York, New York: Oxford University Press UK.
    Anthony J. Lisska presents a new analysis of Thomas Aquinas's theory of perception. While much work has been undertaken on Aquinas's texts, little has been devoted principally to his theory of perception and less still on a discussion of inner sense. The thesis of intentionality serves as the philosophical backdrop of this analysis while incorporating insights from Brentano and from recent scholarship. The principal thrust is on the importance of inner sense, a much-overlooked area of Aquinas's philosophy of (...)
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  27.  81
    Thomas Reid's theory of perception.Ryan Nichols - 2007 - New York: Oxford University Press.
    Nichols offers the first comprehensive interpretation of the eighteenth-century Scottish philosopher Thomas Reid's theory of perception - by far the most important feature of his philosophical system. Nichols's consummate knowledge of Reid's texts, lively examples, and plainspoken style make this book especially readable. It will be the definitive analysis for a long time to come.
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  28. The Causal Theory of Perception Revisited.Valtteri Arstila & Kalle Pihlainen - 2009 - Erkenntnis 70 (3):397-417.
    It is generally agreed upon that Grice's causal theory of perception describes a necessary condition for perception. It does not describe sufficient conditions, however, since there are entities in causal chains that we do not perceive and not all causal chains yield perceptions. One strategy for overcoming these problems is that of strengthening the notion of causality. Another is that of specifying the criteria according to which perceptual experiences should match the way the world is. Finally, one can (...)
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  29.  22
    Theories of Perception I: Berkeley and His Recent Predecessors.Lorne Falkenstein - 2014 - In Aaron Garrett (ed.), The Routledge Companion to Eighteenth Century Philosophy. New York: Routledge. pp. 338-59.
    A survey of work on the philosophy of perception, mind, and mental representation by Berkeley and his early modern predecessors, notably Descartes, Hobbes, Malebranche, and Locke.
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  30. Merleau-Ponty’s Transcendental Theory of Perception.Sebastian Gardner - 2015 - In Sebastian Gardner & Matthew Grist (eds.), The Transcendental Turn. Oxford, GB: Oxford University Press UK.
    This chapter argues that Merleau-Ponty’s account of perception should be understood, not as a theory of perception in the usual sense, but as belonging squarely to transcendental philosophy. Contra the interpretation of Phenomenology of Perception as essentially a work in the philosophy of psychology, and the associated naturalistic construal of his ideas, it is suggested that Merleau-Ponty must be seen in the light of the history of transcendental philosophy and that an original form of idealism lies at (...)
     
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  31. The theory of perception in Plato's Theaetetus 152-183.Jane Day - 1997 - Oxford Studies in Ancient Philosophy 15:51-80.
     
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  32.  8
    Theories of Perception.Louise Daoust - 2023 - In Karen Detlefsen & Lisa Shapiro (eds.), The Routledge Handbook of Women and Early Modern European Philosophy. Routledge. pp. 200-211.
    Theories of perception are at the core of many of the most renowned seventeenth and eighteenth century European philosophical systems. Work on perception is less common in the writings of women philosophers of this period, and yet, like their male peers, early modern women philosophers are responsible for innovative accounts of our perceptual relation with the natural world. With special attention to the work of Margaret Cavendish and Mary Shepherd, this essay explores some notable features of (...) of perception developed by women between the mid-seventeenth and the early nineteenth centuries with the aim of elucidating how women’s contributions to this cardinal area of early modern study expanded the diversity of views on offer. (shrink)
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  33. Perception and Disjunctive Belief: A New Problem for Ambitious Predictive Processing.Assaf Weksler - forthcoming - Australasian Journal of Philosophy.
    Perception can’t have disjunctive content. Whereas you can think that a box is blue or red, you can’t see a box as being blue or red. Based on this fact, I develop a new problem for the ambitious predictive processing theory, on which the brain is a machine for minimizing prediction error, which approximately implements Bayesian inference. I describe a simple case of updating a disjunctive belief given perceptual experience of one of the disjuncts, in which Bayesian (...)
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  34.  38
    Two theories of perception: Internal consistency, separability and interaction between processing modes.James G. Phillips, James W. Meehan & Tom J. Triggs - 2001 - Behavioral and Brain Sciences 25 (1):114-115.
    Comparisons are drawn between two theories of visual perception and two modes of information processing. Characteristics delineating dorsal and ventral visual systems lack internal consistency, probably because they are not completely separable. Mechanism is inherent when distinguishing these systems, and becomes more apparent with different processing domains. What is lacking is a more explicit means of linking these theories.
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  35. Disjunctive theories of perception and action.David-Hillel Ruben - 2008 - In Adrian Haddock & Fiona Macpherson (eds.), Disjunctivism: perception, action, knowledge. New York: Oxford University Press. pp. 227--243.
    A comparison of disjunctive theories of action and perception. The development of a theory of action that warrants the name, a disjunctive theory. On this theory, there is an exclusive disjunction: either an action or an event (in one sense). It follows that in that sense basic actions do not have events intrinsic to them.
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  36.  16
    Theories of Perception II: After Berkeley.Lorne Falkenstein - 2014 - In Aaron Garrett (ed.), The Routledge Companion to Eighteenth Century Philosophy. New York: Routledge. pp. 360-80.
    A survey of work on perception, mind, and mental representation by 18th century philosophers after Berkeley, notably Robert Smith, William Porterfield, David Hume, Etienne de Condillac, and Thomas Reid.
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  37. Action-based Theories of Perception.Robert Briscoe & Rick Grush - 2015 - In Robert Briscoe & Rick Grush (eds.), Action-based Theories of Perception. pp. 1-66.
    Action is a means of acquiring perceptual information about the environment. Turning around, for example, alters your spatial relations to surrounding objects and, hence, which of their properties you visually perceive. Moving your hand over an object’s surface enables you to feel its shape, temperature, and texture. Sniffing and walking around a room enables you to track down the source of an unpleasant smell. Active or passive movements of the body can also generate useful sources of perceptual information (Gibson 1966, (...)
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  38. Towards a Bayesian theory of second-order uncertainty: lessons from non- standard logics.Hykel Hosni - unknown
    Second-order uncertainty, also known as model uncertainty and Knightian uncertainty, arises when decision-makers can (partly) model the parameters of their decision problems. It is widely believed that subjective probability, and more generally Bayesian theory, are ill-suited to represent a number of interesting second-order uncertainty features, especially “ignorance” and “ambiguity”. This failure is sometimes taken as an argument for the rejection of the whole Bayesian approach, triggering a Bayes vs anti-Bayes debate which is in many ways analogous to what (...)
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  39. The crucial roles of biodiversity loss belief and perception in urban residents’ consumption attitude and behavior towards animal-based products.Nguyen Minh-Hoang, Tam-Tri Le, Thomas E. Jones & Quan-Hoang Vuong - manuscript
    Products made from animal fur and skin have been a major part of human civilization. However, in modern society, the unsustainable consumption of these products – often considered luxury goods – has many negative environmental impacts. This study explores how people’s perceptions of biodiversity affect their attitudes and behaviors toward consumption. To investigate the information process deeper, we add the moderation of beliefs about biodiversity loss. Following the Bayesian Mindsponge Framework (BMF) analytics, we use mindsponge-based reasoning for constructing conceptual (...)
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  40.  90
    The epistemological status of vision and its implications for design.Dhanraj Vishwanath - 2005 - Axiomathes 15 (3):399-486.
    Computational theories of vision typically rely on the analysis of two aspects of human visual function: (1) object and shape recognition (2) co-calibration of sensory measurements. Both these approaches are usually based on an inverse-optics model, where visual perception is viewed as a process of inference from a 2D retinal projection to a 3D percept within a Euclidean space schema. This paradigm has had great success in certain areas of vision science, but has been relatively less successful in (...)
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  41. Gibson's theory of perception: A case of hasty epistemologizing?Edward S. Reed & Rebecca K. Jones - 1978 - Philosophy of Science 45 (4):519-530.
    Hintikka has criticized psychologists for "hasty epistemologizing," which he takes to be an unwarranted transfer of ideas from psychology (a discipline dealing with questions of fact) into epistemology (a discipline dealing with questions of method and theory). Hamlyn argues, following Hintikka, that Gibson's theory of perception is an example of such an inappropriate transfer, especially insofar as Hamlyn feels Gibson does not answer several important questions. However, Gibson's theory does answer the relevant questions, albeit in a new and radical (...)
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  42. A Relational Response to Newman's Objection to Russell's Causal Theory of Perception.Naomi Eilan - 2013 - Theoria 81 (1):4-26.
    The causal theory of perception has come under a great deal of critical scrutiny from philosophers of mind interested in the nature of perception. M. H. Newman's set-theoretic objection to Russell's structuralist version of the CTP, in his 1928 paper “Mr Russell's Causal Theory of Perception” has not, to my knowledge, figured in these discussions. In this paper I aim to show that it should: Newman's objection can be generalized to yield a particularly powerful and incisive challenge (...)
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  43. The Causal Self‐Referential Theory of Perception Revisited.Jan Almäng - 2013 - Dialectica 67 (1):29-53.
    This is a paper about The Causal Self-Referential Theory of Perception. According to The Causal Self-Referential Theory as developed by above all John Searle and David Woodruff Smith, perceptual content is satisfied by an object only if the object in question has caused the perceptual experience. I argue initially that Searle's account cannot explain the distinction between hallucination and illusion since it requires that the state of affairs that is presented in the perceptual experience must exist in order for (...)
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  44. An Ultra‐Realist Theory of Perception.Alan Weir - 2004 - International Journal of Philosophical Studies 12 (2):105-128.
    In this paper I argue for a theory of perception distinct both from classical sense-datum theories and from intentionalist theories, that is theories according to which one perceives external objects by dint of a relation with a propositional content. The alternative I propose completely rejects any representational element in perception. When one sees that an object has a property, the situation or state of affairs of its having that property is one's perception, so that (...)
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  45.  7
    Representative Theories of Perception.J. L. Mackie - 1976 - In Problems from Locke. Oxford [Eng.]: Clarendon Press.
    Mackie outlines Locke's representationalist theory. He analyses the relation between representationalism and the picture theory of ideas. The theory's relation to the veil of perception doctrine is also critically examined. Mackie criticizes the verificationist theory of meaning and instead argues that ideas should be understood as intentional objects. Mackie introduces and defends a version of realism, which he calls ‘common‐sense realism’.
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    Bayesian theories of consciousness: a review in search for a minimal unifying model.Wiktor Rorot - 2021 - Neuroscience of Consciousness 2021 (2):niab038.
    The goal of the paper is to review existing work on consciousness within the frameworks of Predictive Processing, Active Inference, and Free Energy Principle. The emphasis is put on the role played by the precision and complexity of the internal generative model. In the light of those proposals, these two properties appear to be the minimal necessary components for the emergence of conscious experience—a Minimal Unifying Model of consciousness.
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  47. In search of value: The intricate impacts of benefit perception, knowledge, and emotion about climate change on marine protection support.Minh-Hoang Nguyen, Minh-Phuong Thi Duong, Quang-Loc Nguyen, Viet-Phuong La & Quan-Hoang Vuong - manuscript
    Marine and coastal ecosystems are crucial in maintaining human livelihood, facilitating social development, and reducing climate change impacts. Studies have examined how the benefit perception of aquatic ecosystems, knowledge, and emotion about climate change affect peoples’ support for marine protection. However, their interaction effects remain understudied. The current study explores the intricate interaction effect of the benefit perception of aquatic ecosystems, knowledge, and worry about climate change on marine protection support. Bayesian Mindsponge Framework (BMF) analytics was employed (...)
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  48.  48
    A theory of perception.Andrew Ushenko - 1940 - Journal of Philosophy 37 (March):141-151.
  49. Theories of Perception.James J. Gibson - 1951 - In . pp. 85-110.
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  50.  88
    Theories of perception in medieval and early modern philosophy.Simo Knuuttila & Pekka Kärkkäinen (eds.) - 2008 - Dordrecht: Springer.
    In recent years, the rich tradition of various philosophical theories of perception has been increasingly studied by scholars of the history of philosophy of ...
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