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The Nature and Function of Content in Computational Models

In Mark Sprevak & Matteo Colombo (eds.), The Routledge Handbook of the Computational Mind. Routledge (2018)

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  1. Fictionalism about Neural Representations.Mark Sprevak - 2013 - The Monist 96 (4):539-560.
    This paper explores a novel form of Mental Fictionalism: Fictionalism about talk of neural representations in cognitive science. This type of Fictionalism promises to (i) avoid the hard problem of naturalising representations, without (ii) incurring the high costs of eliminating useful representation talk. In this paper, I motivate and articulate this form of Fictionalism, and show that, despite its apparent advantages, it faces two serious objections. These objections are: (1) Fictionalism about talk of neural representations ultimately does not avoid the (...)
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  • The Causal Relevance of Content to Computation.Michael Rescorla - 2012 - Philosophy and Phenomenological Research 88 (1):173-208.
    Many philosophers worry that the classical computational theory of mind (CTM) engenders epiphenomenalism. Building on Block’s (1990) discussion, I formulate a particularly troubling version of this worry. I then present a novel solution to CTM’s epiphenomenalist conundrum. I develop my solution within an interventionist theory of causal relevance. My solution departs substantially from orthodox versions of CTM. In particular, I reject the widespread picture of digital computation as formal syntactic manipulation.1.
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  • Phenomenal Intentionality and Content Determinacy.Terry Horgan & George Graham - 2012 - In Richard Schantz (ed.), Prospects for Meaning. Walter de Gruyter. pp. 321-344.
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  • Biosemantics.Ruth Millikan - 1989 - Journal of Philosophy 86 (6):281--297.
    " Biosemantics " was the title of a paper on mental representation originally printed in The Journal of Philosophy in 1989. It contained a much abbreviated version of the work on mental representation in Language Thought and Other Biological Categories. There I had presented a naturalist theory of intentional signs generally, including linguistic representations, graphs, charts and diagrams, road sign symbols, animal communications, the "chemical signals" that regulate the function of glands, and so forth. But the term " biosemantics " (...)
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  • Consumers Need Information: supplementing teleosemantics with an input condition.Nicholas Shea - 2007 - Philosophy and Phenomenological Research 75 (2):404-435.
    The success of a piece of behaviour is often explained by its being caused by a true representation (similarly, failure falsity). In some simple organisms, success is just survival and reproduction. Scientists explain why a piece of behaviour helped the organism to survive and reproduce by adverting to the behaviour’s having been caused by a true representation. That usage should, if possible, be vindicated by an adequate naturalistic theory of content. Teleosemantics cannot do so, when it is applied to simple (...)
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  • The Phenomenal Intentionality Research Program.Uriah Kriegel - 2013 - In Phenomenal Intentionality. , US: Oxford University Press. pp. 1–26.
    We review some of the work already done around the notion of phenomenal intentionality and propose a way of turning this body of work into a self-conscious research program for understanding intentionality.
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  • Vision.David Marr - 1982 - W. H. Freeman.
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  • Conventionalism and instrumentalism in semantics.Hartry H. Field - 1975 - Noûs 9 (4):375-405.
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  • Language and nature.Noam Chomsky - 1995 - Mind 104 (413):1-61.
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  • Philosophical Naturalism. Philosophical Naturalism.David Papineau - 1993 - Cambridge, Mass., USA: Blackwell.
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  • Psychosemantics: The Problem of Meaning in the Philosophy of Mind.Jerry A. Fodor - 1987 - MIT Press. Edited by Margaret A. Boden.
    Preface 1 Introduction: The Persistence of the Attitudes 2 Individualism and Supervenience 3 Meaning Holism 4 Meaning and the World Order Epilogue Creation Myth Appendix Why There Still Has to be a Language of Thought Notes References Author Index.
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  • Explaining Behavior: Reasons in a World of Causes.Fred Dretske - 1988 - MIT Press.
    In this lucid portrayal of human behavior, Fred Dretske provides an original account of the way reasons function in the causal explanation of behavior.
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  • SINBaD neurosemantics: A theory of mental representation.Dan Ryder - 2004 - Mind and Language 19 (2):211-240.
    I present an account of mental representation based upon the ‘SINBAD’ theory of the cerebral cortex. If the SINBAD theory is correct, then networks of pyramidal cells in the cerebral cortex are appropriately described as representing, or more specifically, as modelling the world. I propose that SINBAD representation reveals the nature of the kind of mental representation found in human and animal minds, since the cortex is heavily implicated in these kinds of minds. Finally, I show how SINBAD neurosemantics can (...)
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  • Meaning and Mental Representation.Robert Cummins - 1989 - MIT Press.
    Looks at accounts by Locke, Fodor, Dretske, and Millikan concerning the nature of mental representation, and discusses connectionism and representation.
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  • Language, Thought, and Other Biological Categories: New Foundations for Realism.Ruth Garrett Millikan - 1984 - MIT Press.
    Preface by Daniel C. Dennett Beginning with a general theory of function applied to body organs, behaviors, customs, and both inner and outer representations, ...
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  • Biosemantics.Ruth Garrett Millikan - 1989 - Journal of Philosophy 86 (July):281-97.
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  • Misrepresentation.Fred Dretske - 1986 - In Radu J. Bogdan (ed.), Belief: Form, Content, and Function. New York: Oxford University Press. pp. 17--36.
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  • Internalist explorations.Noam A. Chomsky - 2003 - In Martin Hahn & Björn T. Ramberg (eds.), Reflections and Replies: Essays on the Philosophy of Tyler Burge. MIT Press.
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  • Philosophy and the scientific image of man.Wilfrid S. Sellars - 1963 - In Robert Colodny (ed.), Science, Perception, and Reality. Humanities Press/Ridgeview. pp. 35-78.
    The aim of philosophy, abstractly formulated, is to understand how things in the broadest possible sense of the term hang together in the broadest possible sense of the term. Under 'things in the broadest possible sense' I include such radically different items as not only 'cabbages and kings', but numbers and duties, possibilities and finger snaps, aesthetic experience and death. To achieve success in philosophy would be, to use a contemporary turn of phrase, to 'know one's way around' with respect (...)
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  • Naturalizing the Mind.Fred Dretske - 1995 - MIT Press.
    In this provocative book, Fred Dretske argues that to achieve an understanding of the mind it is not enough to understand the biological machinery by means of...
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  • Function-Theoretic Explanation and the Search for Neural Mechanisms.Frances Egan - 2017 - In Explanation and Integration in Mind and Brain Science 145-163. Oxford, UK: pp. 145-163.
    A common kind of explanation in cognitive neuroscience might be called functiontheoretic: with some target cognitive capacity in view, the theorist hypothesizes that the system computes a well-defined function (in the mathematical sense) and explains how computing this function constitutes (in the system’s normal environment) the exercise of the cognitive capacity. Recently, proponents of the so-called ‘new mechanist’ approach in philosophy of science have argued that a model of a cognitive capacity is explanatory only to the extent that it reveals (...)
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  • How to think about mental content.Frances Egan - 2014 - Philosophical Studies 170 (1):115-135.
    Introduction: representationalismMost theorists of cognition endorse some version of representationalism, which I will understand as the view that the human mind is an information-using system, and that human cognitive capacities are representational capacities. Of course, notions such as ‘representation’ and ‘information-using’ are terms of art that require explication. As a first pass, representations are “mediating states of an intelligent system that carry information” (Markman and Dietrich 2001, p. 471). They have two important features: (1) they are physically realized, and so (...)
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  • A Mark of the Mental: A Defence of Informational Teleosemantics.Karen Neander - 2017 - Cambridge, USA: MIT Press.
    Drawing on insights from causal theories of reference, teleosemantics, and state space semantics, a theory of naturalized mental representation. In A Mark of the Mental, Karen Neander considers the representational power of mental states—described by the cognitive scientist Zenon Pylyshyn as the “second hardest puzzle” of philosophy of mind. The puzzle at the heart of the book is sometimes called “the problem of mental content,” “Brentano's problem,” or “the problem of intentionality.” Its motivating mystery is how neurobiological states can have (...)
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  • Precis of Philosophical NaturalismPhilosophical Naturalism.David Papineau - 1996 - Philosophy and Phenomenological Research 56 (3):657.
    This precis explains that _Philosophical naturalism contains three parts. Part I examines arguments for physicalism and maintains I) that all causally relevant special science properties must be realized by physical ones, and II) that all special science laws must reduce to physical ones, apart from the significant category of special laws that result from selection processes. Part II defends a teleological theory of representation and an identity theory of consciousness. Part III defends reliabilism and applies it to inductive scepticism and (...)
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  • Word and Object.Henry W. Johnstone - 1961 - Philosophy and Phenomenological Research 22 (1):115-116.
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  • Word and Object.Willard Van Orman Quine - 1960 - Les Etudes Philosophiques 17 (2):278-279.
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  • Knowledge and the Flow of Information.Fred I. Dretske - 1981 - Revue Philosophique de la France Et de l'Etranger 175 (1):69-70.
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  • Naturalizing the Mind.Fred Dretske - 1995 - Philosophy 72 (279):150-154.
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  • Vindicating Intentional Realism: A Review of Jerry Fodor's "Psychosemantics: The Problem of Meaning in the Philosophy of Mind". [REVIEW]Frances Egan - 1990 - Behavior and Philosophy 18 (1):59-61.
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  • Explaining Behaviour: Reasons in a World of Causes.Andy Clark - 1990 - Philosophical Quarterly 40 (158):95-102.
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  • Meaning and Mental Representation.Peter Carruthers - 1990 - Philosophical Quarterly 40 (161):527-530.
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  • Naturalizing the Mind.Fred Dretske - 1997 - Noûs 31 (4):528-537.
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  • Language, Thought, and Other Biological Categories.Ruth Garrett Millikan - 1984 - Behaviorism 14 (1):51-56.
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  • From Folk Psychology to Cognitive Science: The Case against Belief.Stephen P. Stich - 1983 - Behaviorism 14 (2):159-182.
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  • Biological Functions and Perceptual Content.Mohan Matthen - 1988 - Journal of Philosophy 85 (1):5-27.
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  • Knowledge and the flow of information.F. Dretske - 1989 - Trans/Form/Ação 12:133-139.
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  • Vision: Variations on Some Berkeleian Themes.Robert Schwartz & David Marr - 1985 - Philosophical Review 94 (3):411.
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  • Representation Reconsidered.William M. Ramsey - 2007 - Cambridge University Press.
    Cognitive representation is the single most important explanatory notion in the sciences of the mind and has served as the cornerstone for the so-called 'cognitive revolution'. This book critically examines the ways in which philosophers and cognitive scientists appeal to representations in their theories, and argues that there is considerable confusion about the nature of representational states. This has led to an excessive over-application of the notion - especially in many of the fresher theories in computational neuroscience. Representation Reconsidered shows (...)
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  • Reply to Egan.Noam Chomsky - 2003 - In Louise M. Antony & Norbert Hornstein (eds.), Chomsky and His Critics. Malden, MA: Wiley-Blackwell. pp. 268--274.
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  • Structural Representations and the Brain.Oron Shagrir - 2012 - British Journal for the Philosophy of Science 63 (3):519-545.
    In Representation Reconsidered , William Ramsey suggests that the notion of structural representation is posited by classical theories of cognition, but not by the ‘newer accounts’ (e.g. connectionist modeling). I challenge the assertion about the newer accounts. I argue that the newer accounts also posit structural representations; in fact, the notion plays a key theoretical role in the current computational approaches in cognitive neuroscience. The argument rests on a close examination of computational work on the oculomotor system.
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  • A theory of content II: The theory.Jerrold A. Fodor - 1990 - In Jerry A. Fodor (ed.), A Theory of Content and Other Essays. MIT Press.
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  • . Content for Cognitive Science.Karen Neander - 2006 - In Graham Macdonald & David Papineau (eds.), Teleosemantics: New Philo-sophical Essays. New York: Oxford: Clarendon Press.
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  • Biological functions and perceptual content.Mohan Matthen - 1988 - Journal of Philosophy 85 (January):5-27.
    Perceptions "present" objects as red, as round, etc.-- in general as possessing some property. This is the "perceptual content" of the title, And the article attempts to answer the following question: what is a materialistically adequate basis for assigning content to what are, after all, neurophysiological states of biological organisms? The thesis is that a state is a perception that presents its object as "F" if the "biological function" of the state is to detect the presence of objects that are (...)
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