Results for 'minimal representation'

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  1.  45
    Minimal representation of a semiorder.Marc Pirlot - 1990 - Theory and Decision 28 (2):109-141.
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  2. Are Minimal Representations Still Representations?1.Shaun Gallagher - 2008 - International Journal of Philosophical Studies 16 (3):351-369.
    I examine the following question: Do actions require representations that are intrinsic to the action itself? Recent work by Mark Rowlands, Michael Wheeler, and Andy Clark suggests that actions may require a minimal form of representation. I argue that the various concepts of minimal representation on offer do not apply to action per se and that a non‐representationalist account that focuses on dynamic systems of self‐organizing continuous reciprocal causation at the sub‐personal level is superior. I further (...)
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  3.  35
    Visual Perception and the Emergence of Minimal Representation.Argyris Arnellos & Alvaro Moreno - 2021 - Frontiers in Psychology 12:660807.
    There is a long-lasting quest of demarcating a minimally representational behavior. Based on neurophysiologically-informed behavioral studies, we argue in detail that one of the simplest cases of organismic behavior based on low-resolution spatial vision–the visually-guided obstacle avoidance in the cubozoan medusaTripedalia cystophora–implies already a minimal form of representation. We further argue that the characteristics and properties of this form of constancy-employing structural representation distinguish it substantially from putative representational states associated with mere sensory indicators, and we reply (...)
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  4. Representation in the Prediction Error Minimization Framework.Alex Kiefer & Jakob Hohwy - 2009 - In Sarah Robins, John Symons & Paco Calvo (eds.), The Routledge Companion to Philosophy of Psychology. New York, NY: Routledge. pp. 384-409.
    This chapter focuses on what’s novel in the perspective that the prediction error minimization (PEM) framework affords on the cognitive-scientific project of explaining intelligence by appeal to internal representations. It shows how truth-conditional and resemblance-based approaches to representation in generative models may be integrated. The PEM framework in cognitive science is an approach to cognition and perception centered on a simple idea: organisms represent the world by constantly predicting their own internal states. PEM theories often stress the hierarchical structure (...)
     
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  5. Representations in Dynamical Embodied Agents: Re-Analyzing a Minimally Cognitive Model Agent.Marco Mirolli - 2012 - Cognitive Science 36 (5):870-895.
    Understanding the role of ‘‘representations’’ in cognitive science is a fundamental problem facing the emerging framework of embodied, situated, dynamical cognition. To make progress, I follow the approach proposed by an influential representational skeptic, Randall Beer: building artificial agents capable of minimally cognitive behaviors and assessing whether their internal states can be considered to involve representations. Hence, I operationalize the concept of representing as ‘‘standing in,’’ and I look for representations in embodied agents involved in simple categorization tasks. In a (...)
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  6.  41
    Minimal Varieties of Representable Commutative Residuated Lattices.Rostislav Horčík - 2012 - Studia Logica 100 (6):1063-1078.
    We solve several open problems on the cardinality of atoms in the subvariety lattice of residuated lattices and FL-algebras [4, Problems 17—19, pp. 437]. Namely, we prove that the subvariety lattice of residuated lattices contains continuum many 4-potent commutative representable atoms. Analogous results apply also to atoms in the subvariety lattice of FL i -algebras and FL o -algebras. On the other hand, we show that the subvariety lattice of residuated lattices contains only five 3-potent commutative representable atoms and two (...)
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  7.  15
    Asymmetries in Accessing Vowel Representations Are Driven by Phonological and Acoustic Properties: Neural and Behavioral Evidence From Natural German Minimal Pairs.Miriam Riedinger, Arne Nagels, Alexander Werth & Mathias Scharinger - 2021 - Frontiers in Human Neuroscience 15.
    In vowel discrimination, commonly found discrimination patterns are directional asymmetries where discrimination is faster if differing vowels are presented in a certain sequence compared to the reversed sequence. Different models of speech sound processing try to account for these asymmetries based on either phonetic or phonological properties. In this study, we tested and compared two of those often-discussed models, namely the Featurally Underspecified Lexicon model and the Natural Referent Vowel framework. While most studies presented isolated vowels, we investigated a large (...)
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  8. Minimal phenomenal experience.Thomas Metzinger - 2020 - Philosophy and the Mind Sciences 1 (I):1-44.
    This is the first in a series of instalments aiming at a minimal model explanation for conscious experience, taking the phenomenal character of “pure consciousness” or “pure awareness” in meditation as its entry point. It develops the concept of “minimal phenomenal experience” as a candidate for the simplest form of consciousness, substantiating it by extracting six semantic constraints from the existing literature and using sixteen phenomenological case-studies to incrementally flesh out the new working concept. One empirical hypothesis is (...)
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  9. The body as laboratory: Prediction-error minimization, embodiment, and representation.Christopher Burr & Max Jones - 2016 - Philosophical Psychology 29 (4):586-600.
    In his paper, Jakob Hohwy outlines a theory of the brain as an organ for prediction-error minimization, which he claims has the potential to profoundly alter our understanding of mind and cognition. One manner in which our understanding of the mind is altered, according to PEM, stems from the neurocentric conception of the mind that falls out of the framework, which portrays the mind as “inferentially-secluded” from its environment. This in turn leads Hohwy to reject certain theses of embodied cognition. (...)
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  10.  17
    On Complete Representations and Minimal Completions in Algebraic Logic, Both Positive and Negative Results.Tarek Sayed Ahmed - 2021 - Bulletin of the Section of Logic 50 (4):465-511.
    Fix a finite ordinal \ and let \ be an arbitrary ordinal. Let \ denote the class of cylindric algebras of dimension \ and \ denote the class of relation algebras. Let \\) stand for the class of polyadic algebras of dimension \. We reprove that the class \ of completely representable \s, and the class \ of completely representable \s are not elementary, a result of Hirsch and Hodkinson. We extend this result to any variety \ between polyadic algebras (...)
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  11.  94
    Minimal representing: A response to Gallagher.Michael Wheeler - 2008 - International Journal of Philosophical Studies 16 (3):371 – 376.
    In his contribution to this issue, Shaun Gallagher casts a sharply focussed critical eye over positions which claim that action is to be explained, in part, by appeal to minimal representations. On...
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  12. 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 thought theory, and (...)
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  13.  76
    Minimal theory of mind – a Millikanian Approach.Nimra Asif - 2022 - Synthese 200 (2):1-26.
    Minimal theory of mind is presented in the theory of mind literature as a middle ground between full-blown ToM and mere behavior-reading. Minimal ToM seems to be a useful construct for studying and understanding the minds of nonhuman animals and infants. However, providing an account of minimal ToM on which minimal mindreading is significantly less demanding than full-blown mindreading yet more than just a behavior-reading process is a challenge. In this paper, I argue that to address (...)
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  14. Minimal belief change and pareto-optimality.Oliver Schulte - unknown
    This paper analyzes the notion of a minimal belief change that incorporates new information. I apply the fundamental decisiontheoretic principle of Pareto-optimality to derive a notion of minimal belief change, for two different representations of belief: First, for beliefs represented by a theory –a deductively closed set of sentences or propositions–and second for beliefs represented by an axiomatic base for a theory. Three postulates exactly characterize Pareto-minimal revisions of theories, yielding a weaker set of constraints than the (...)
     
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  15.  51
    A minimal logic for interactive epistemology.Emiliano Lorini - 2016 - Synthese 193 (3):725-755.
    We propose a minimal logic for interactive epistemology based on a qualitative representation of epistemic individual and group attitudes including knowledge, belief, strong belief, common knowledge and common belief. We show that our logic is sufficiently expressive to provide an epistemic foundation for various game-theoretic solution concepts including “1-round of deletion of weakly dominated strategies, followed by iterated deletion of strongly dominated strategies” ) and “2-rounds of deletion of weakly dominated strategies, followed by iterated deletion of strongly dominated (...)
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  16.  84
    Minimal belief change and the pareto principle.Oliver Schulte - 1999 - Synthese 118 (3):329-361.
    This paper analyzes the notion of a minimal belief change that incorporates new information. I apply the fundamental decision-theoretic principle of Pareto-optimality to derive a notion of minimal belief change, for two different representations of belief: First, for beliefs represented by a theory – a deductively closed set of sentences or propositions – and second for beliefs represented by an axiomatic base for a theory. Three postulates exactly characterize Pareto-minimal revisions of theories, yielding a weaker set of (...)
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  17. A Dual Proposal Of Minimal Conditions For Intentionality.Sérgio Farias de Souza Filho - 2022 - Synthese 200 (115):1-22.
    Naturalist theories of representation have been attacked on the grounds of being too liberal on the minimal conditions for intentionality: they treat several states that are not representational as genuine representations. Behind this attack lies the problem of demarcation: what are the minimal conditions for intentionality that a state should satisfy to be genuinely representational? What are the limits of intentionality? This paper develops a dual proposal to solve this problem. First, I defend the explanatory role criterion (...)
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  18.  10
    Minimal Rationalism.Andy Clark - 1993 - University of Sussex, School of Cognitive and Computing Sciences.
    Enquiries into the possible nature and scope of innate knowledge never proceed in an empirical vaccuum. Instead, such conjectures are informed by a theory concerning probable representational form. Classical approaches to the nativism debate often assume a quasi-linguistic form of knowledge representation and deliniate a space of options accordingly. Recent connectionist theorizing posits a different kind of represenational form, and thus determines a different picture of the space of possible nativisms.
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  19.  46
    Minimally generated abstract logics.Steffen Lewitzka & Andreas B. M. Brunner - 2009 - Logica Universalis 3 (2):219-241.
    In this paper we study an alternative approach to the concept of abstract logic and to connectives in abstract logics. The notion of abstract logic was introduced by Brown and Suszko —nevertheless, similar concepts have been investigated by various authors. Considering abstract logics as intersection structures we extend several notions to their κ -versions, introduce a hierarchy of κ -prime theories, which is important for our treatment of infinite connectives, and study different concepts of κ -compactness. We are particularly interested (...)
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  20. Additive representation of separable preferences over infinite products.Marcus Pivato - 2014 - Theory and Decision 77 (1):31-83.
    Let X\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\mathcal{X }$$\end{document} be a set of outcomes, and let I\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\mathcal{I }$$\end{document} be an infinite indexing set. This paper shows that any separable, permutation-invariant preference order \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$$$\end{document} on XI\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\mathcal{X }^\mathcal{I }$$\end{document} admits an additive representation. That is: there exists a (...)
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  21. Structural Representations and the Explanatory Constraint.Maria Serban - 2013 - Croatian Journal of Philosophy 13 (2):277-291.
    My aim in this paper is to investigate what epistemic role, if any, do appeals to representations play in cognitive neuroscience. I suggest that while at present they seem to play something in between a minimal and a substantive explanatory role, there is reason to believe that representations have a substantial contribution to the construction of neuroscientic explanations of cognitive phenomena.
     
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  22. Gross improvements in texts memory representations with minimal misconception-driven revisions.Bk Britton & P. Tidwell - 1991 - Bulletin of the Psychonomic Society 29 (6):528-528.
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  23.  56
    Reasoning about Minimal Knowledge in Nonmonotonic Modal Logics.Rosati Riccardo - 1999 - Journal of Logic, Language and Information 8 (2):187-203.
    We study the problem of embedding Halpern and Moses's modal logic of minimal knowledge states into two families of modal formalism for nonmonotonic reasoning, McDermott and Doyle's nonmonotonic modal logics and ground nonmonotonic modal logics. First, we prove that Halpern and Moses's logic can be embedded into all ground logics; moreover, the translation employed allows for establishing a lower bound (3p) for the problem of skeptical reasoning in all ground logics. Then, we show a translation of Halpern and Moses's (...)
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  24.  31
    On representation, goals and cognition.Peter Lanz & David Mcfarland - 1995 - International Studies in the Philosophy of Science 9 (2):121-133.
    In this paper we address three concepts that are much talked about in the animal robotics community. These concepts are (1) representations, (2) goals, and (3) minimal cognition. We want to distinguish between information as an objective commodity and representation as something which involves a user, i.e. a system which accesses and uses information. Information per se lies out there and exists independently of any system that makes use of it. Representations presuppose design and require a user. We (...)
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  25.  30
    Emotion in motion: perceiving fear in the behaviour of individuals from minimal motion capture displays.Matthew T. Crawford, Christopher Maymon, Nicola L. Miles, Katie Blackburne, Michael Tooley & Gina M. Grimshaw - 2024 - Cognition and Emotion 38 (4):451-462.
    The ability to quickly and accurately recognise emotional states is adaptive for numerous social functions. Although body movements are a potentially crucial cue for inferring emotions, few studies have studied the perception of body movements made in naturalistic emotional states. The current research focuses on the use of body movement information in the perception of fear expressed by targets in a virtual heights paradigm. Across three studies, participants made judgments about the emotional states of others based on motion-capture body movement (...)
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  26. Representation is Democracy.David Plotke - 1997 - Constellations 4 (1):19-34.
    During the Cold War, arguments about representation were a significant part of international debates about democracy. Proponents of minimal democracy dominated these arguments, and their thin notions of representation became political common sense. I propose a view of representation that differs from the main views advocated during the Cold War. Representation has a central positive role in democratic politics: I gain political representation when my authorized representative tries to achieve my political aims, subject to (...)
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  27. Probing Possibilities: Toy Models, Minimal Models, and Exploratory Models.Axel Gelfert - 2019 - In Matthieu Fontaine, Cristina Barés-Gómez, Francisco Salguero-Lamillar, Lorenzo Magnani & Ángel Nepomuceno-Fernández (eds.), Model-Based Reasoning in Science and Technology: Inferential Models for Logic, Language, Cognition and Computation. Springer Verlag.
    According to one influential view, model-building in science is primarily a matter of simplifying theoretical descriptions of real-world target systems using abstraction and idealization. This view, however, does not adequately capture all types of models. Many contemporary models in the natural and social sciences – from physics to biology to economics – stand in a more tenuous relationship with real-world target systems and have a decidedly stipulative element, in that they create, by fiat, ‘model worlds’ that operate according to some (...)
     
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  28. How to Construct a Minimal Theory of Mind.Stephen A. Butterfill & Ian A. Apperly - 2013 - Mind and Language 28 (5):606-637.
    What could someone represent that would enable her to track, at least within limits, others' perceptions, knowledge states and beliefs including false beliefs? An obvious possibility is that she might represent these very attitudes as such. It is sometimes tacitly or explicitly assumed that this is the only possible answer. However, we argue that several recent discoveries in developmental, cognitive, and comparative psychology indicate the need for other, less obvious possibilities. Our aim is to meet this need by describing the (...)
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  29. (1 other version)Affective Representation and Affective Attitudes.Jonathan Mitchell - 2019 - Synthese (4):1-28.
    Many philosophers have understood the representational dimension of affective states along the model of sense-perceptual experiences, even claiming the relevant affective experiences are perceptual experiences. This paper argues affective experiences involve a kind of personal level affective representation disanalogous from the representational character of perceptual experiences. The positive thesis is that affective representation is a non-transparent, non-sensory form of evaluative representation, whereby a felt valenced attitude represents the object of the experience as minimally good or bad, and (...)
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  30.  32
    Representations of MV-algebras by sheaves.Anna R. Ferraioli & Ada Lettieri - 2011 - Mathematical Logic Quarterly 57 (1):27-43.
    In this paper, inspired by methods of Bigard, Keimel, and Wolfenstein , we develop an approach to sheaf representations of MV-algebras which combines two techniques for the representation of MV-algebras devised by Filipoiu and Georgescu and by Dubuc and Poveda . Following Davey approach , we use a subdirect representation of MV-algebras that is based on local MV-algebras. This allowed us to obtain: a representation of any MV-algebras as MV-algebra of all global sections of a sheaf of (...)
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  31.  18
    Symmetry and representation in a three dimensional space.Michael Downward - 2015 - Foundations of Chemistry 17 (3):275-287.
    Schoenflies point groups are presented in terms of spatial partitions and Laue classes based on abstract groups. A much simpler system using only a minimal set of generators for three dimensional groups is then presented in the same form. This simplified treatment allows group operations of a given Laue class to be correlated to a greatly simplified Mulliken-style notation for irreducible representations of that class. Transformation matrix representations of point groups in the simplified style can then be manipulated according (...)
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  32. A Role for Representation in Cognitive Neurobiology.Jacqueline Anne Sullivan - 2010 - Philosophy of Science (Supplement) 77 (5):875-887.
    What role does the concept of representation play in the contexts of experimentation and explanation in cognitive neurobiology? In this article, a distinction is drawn between minimal and substantive roles for representation. It is argued by appeal to a case study that representation currently plays a role in cognitive neurobiology somewhere in between minimal and substantive and that this is problematic given the ultimate explanatory goals of cognitive neurobiological research. It is suggested that what is (...)
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  33.  7
    Boyer's minimal model should also represent multiple ownership without collective agency.Radu Umbreș - 2023 - Behavioral and Brain Sciences 46:e353.
    Boyer's minimal model of ownership psychology suggests that joint possession triggers representations of collective agency. However, many forms of co-ownership based on cooperation or competition can be represented as a set of P() or L() tags without inferring a unifying collective entity. Moreover, representations of partible ownership are required to engage in cooperative production and distribution of resources.
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  34. Minimal model explanations of cognition.Nick Brancazio & Russell Meyer - 2023 - European Journal for Philosophy of Science 13 (41):1-25.
    Active materials are self-propelled non-living entities which, in some circumstances, exhibit a number of cognitively interesting behaviors such as gradient-following, avoiding obstacles, signaling and group coordination. This has led to scientific and philosophical discussion of whether this may make them useful as minimal models of cognition (Hanczyc, 2014; McGivern, 2019). Batterman and Rice (2014) have argued that what makes a minimal model explanatory is that the model is ultimately in the same universality class as the target system, which (...)
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  35.  97
    Predicting the Past from Minimal Traces: Episodic Memory and its Distinction from Imagination and Preservation.Markus Werning - 2020 - Review of Philosophy and Psychology 11 (2):301-333.
    The paper develops an account of minimal traces devoid of representational content and exploits an analogy to a predictive processing framework of perception. As perception can be regarded as a prediction of the present on the basis of sparse sensory inputs without any representational content, episodic memory can be conceived of as a “prediction of the past” on the basis of a minimal trace, i.e., an informationally sparse, merely causal link to a previous experience. The resulting notion of (...)
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  36.  58
    Minimal Temporal Epistemic Logic.Joeri Engelfriet - 1996 - Notre Dame Journal of Formal Logic 37 (2):233-259.
    In the study of nonmonotonic reasoning the main emphasis has been on static (declarative) aspects. Only recently has there been interest in the dynamic aspects of reasoning processes, particularly in artificial intelligence. We study the dynamics of reasoning processes by using a temporal logic to specify them and to reason about their properties, just as is common in theoretical computer science. This logic is composed of a base temporal epistemic logic with a preference relation on models, and an associated nonmonotonic (...)
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  37.  87
    Bodily structure and body representation.Adrian J. T. Alsmith - 2019 - Synthese 198 (3):2193-2222.
    This paper is concerned with representational explanations of how one experiences and acts with one’s body as an integrated whole. On the standard view, accounts of bodily experience and action must posit a corresponding representational structure: a representation of the body as an integrated whole. The aim of this paper is to show why we should instead favour the minimal view: given the nature of the body, and representation of its parts, accounts of the structure of bodily (...)
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  38. Efficient minimal preference change.Natasha Alechina, Fenrong Liu & Brian Logan - 2018 - Journal of Logic and Computation 28 (8): 1715–1733.
    In this article, we study a minimal change approach to preference dynamics. We treat a set of preferences as a special kind of theory, and define minimal change preference contraction and revision operations in the spirit of the Alchourrón, Gärdenfors, and Makinson theory of belief revision. We characterise minimal contraction of preference sets by a set of postulates and prove a representation theorem. We also give a linear time algorithm which implements minimal contraction by a (...)
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  39. Natural self-interest, interactive representation, and the emergence of objects and Umwelt.Tommi Vehkavaara - 2003 - Sign Systems Studies 31 (2):547-586.
    In biosemiotics, life and living phenomena are described by means of originally anthropomorphic semiotic concepts. This can be justified if we can show that living systems as self-maintaining far from equilibrium systems create and update some kind of representation about the conditions of their self-maintenance. The point of view is the one of semiotic realism where signs and representations are considered as real and objective natural phenomena without any reference to the specifically human interpreter. It is argued that the (...)
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  40. Scientific Structuralism: Presentation and Representation.Katherine Brading & Elaine Landry - 2006 - Philosophy of Science 73 (5):571-581.
    This paper explores varieties of scientific structuralism. Central to our investigation is the notion of `shared structure'. We begin with a description of mathematical structuralism and use this to point out analogies and disanalogies with scientific structuralism. Our particular focus is the semantic structuralist's attempt to use the notion of shared structure to account for the theory-world connection, this use being crucially important to both the contemporary structural empiricist and realist. We show why minimal scientific structuralism is, at the (...)
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  41. Minimal Rationalism.Andy Clark - 1993 - Mind 102 (408):587-610.
    Enquiries into the possible nature and scope of innate knowledge never proceed in an empirical vaccuum. Instead, such conjectures are informed by a theory concerning probable representational form. Classical approaches to the nativism debate often assume a quasi-linguistic form of knowledge representation and deliniate a space of options accordingly. Recent connectionist theorizing posits a different kind of represenational form, and thus determines a different picture of the space of possible nativisms.
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  42.  73
    Perceptual constancy and perceptual representation.E. J. Green - 2023 - Analytic Philosophy 65 (4):473-513.
    Perceptual constancy has played a significant role in philosophy of perception. It figures in debates about direct realism, color ontology, and the minimal conditions for perceptual representation. Despite this, there is no general consensus about what constancy is. I argue that an adequate account of constancy must distinguish it from three distinct phenomena: mere sensory stability through proximal change, perceptual categorization of a distal dimension, and stability through irrelevant proximal change. Standard characterizations of constancy fall short in one (...)
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  43. Why We Cannot Learn from Minimal Models.Roberto Fumagalli - 2016 - Erkenntnis 81 (3):433-455.
    Philosophers of science have developed several accounts of how consideration of scientific models can prompt learning about real-world targets. In recent years, various authors advocated the thesis that consideration of so-called minimal models can prompt learning about such targets. In this paper, I draw on the philosophical literature on scientific modelling and on widely cited illustrations from economics and biology to argue that this thesis fails to withstand scrutiny. More specifically, I criticize leading proponents of such thesis for failing (...)
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  44. Signals are minimal causes.Marc Artiga - 2021 - Synthese 198 (9):8581-8599.
    Although the definition of ‘signal’ has been controversial for some time within the life sciences, current approaches seem to be converging toward a common analysis. This powerful framework can satisfactorily accommodate many cases of signaling and captures some of its main features. This paper argues, however, that there is a central feature of signals that so far has been largely overlooked: its special causal role. More precisely, I argue that a distinctive feature of signals is that they are minimal (...)
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  45.  40
    EARSHOT: A Minimal Neural Network Model of Incremental Human Speech Recognition.James S. Magnuson, Heejo You, Sahil Luthra, Monica Li, Hosung Nam, Monty Escabí, Kevin Brown, Paul D. Allopenna, Rachel M. Theodore, Nicholas Monto & Jay G. Rueckl - 2020 - Cognitive Science 44 (4):e12823.
    Despite the lack of invariance problem (the many‐to‐many mapping between acoustics and percepts), human listeners experience phonetic constancy and typically perceive what a speaker intends. Most models of human speech recognition (HSR) have side‐stepped this problem, working with abstract, idealized inputs and deferring the challenge of working with real speech. In contrast, carefully engineered deep learning networks allow robust, real‐world automatic speech recognition (ASR). However, the complexities of deep learning architectures and training regimens make it difficult to use them to (...)
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  46.  14
    One phonemic representation should suffice.David W. Gow - 2000 - Behavioral and Brain Sciences 23 (3):331-331.
    The Merge model suggests that lexical effects in phonemic processing reflect the activation of post-lexical phonemic representations that are distinct from prelexical phonemic input representations. This distinction seems to be unmotivated; the phoneme fails to capture the richness of prelexical representation. Increasing the information content of input representations minimizes the potential necessity for top-down processes. Footnotes1 The author is also affiliated with the Department of Psychology, Salem State College.
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  47.  55
    A logic of semantic representations for shallow parsing.Alexander Koller & Alex Lascarides - unknown
    One way to construct semantic representations in a robust manner is to enhance shallow language processors with semantic components. Here, we provide a model theory for a semantic formalism that is designed for this, namely Robust Minimal Recursion Semantics (RMRS). We show that RMRS supports a notion of entailment that allows it to form the basis for comparing the semantic output of different parses of varying depth.
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  48.  32
    The algebraic face of minimality.Frank Wolter - 1998 - Logic and Logical Philosophy 6:225.
    Operators which map subsets of a given set to the set of their minimal elements with respect to some relation R form the basis of a semanticapproach in non-monotonic logic, belief revision, conditional logic and updating. In this paper we investigate operators of this type from an algebraicviewpoint. A representation theorem is proved and various properties of theresulting algebras are investigated. It is shown that they behave quite differently from known algebras related to logics, e.g. modal algebras and (...)
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  49.  21
    Learning agents that acquire representations of social groups.Joel Z. Leibo, Alexander Sasha Vezhnevets, Maria K. Eckstein, John P. Agapiou & Edgar A. Duéñez-Guzmán - 2022 - Behavioral and Brain Sciences 45.
    Humans are learning agents that acquire social group representations from experience. Here, we discuss how to construct artificial agents capable of this feat. One approach, based on deep reinforcement learning, allows the necessary representations to self-organize. This minimizes the need for hand-engineering, improving robustness and scalability. It also enables “virtual neuroscience” research on the learned representations.
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  50.  38
    Stop and smell the what? Two kinds of olfactory representation.Christopher F. Masciari - 2022 - Synthese 200 (4):1-21.
    There are many accounts of representation in the philosophical literature. However, regarding olfaction, Burge’s (2010) account is widely endorsed. According to his account, perceptual representation is always of an objective reality, that is, perception represents objects as such. Many authors presuppose this account of representation and attempt to show that the olfactory system itself issues in representations of that sort. The present paper argues that this myopia is a mistake and, moreover, that the various arguments in favor (...)
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