Results for 'Structural representation'

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  1. Structural representations do not meet the job description challenge.Marco Facchin - 2021 - Synthese 199 (3-4):5479-5508.
    Structural representations are increasingly popular in philosophy of cognitive science. A key virtue they seemingly boast is that of meeting Ramsey's job description challenge. For this reason, structural representations appear tailored to play a clear representational role within cognitive architectures. Here, however, I claim that structural representations do not meet the job description challenge. This is because even our most demanding account of their functional profile is satisfied by at least some receptors, which paradigmatically fail the job (...)
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  2. Structural Representation as Complexity Management.Manolo Martínez - forthcoming - In Gualtiero Piccinini, Neurocognitive Foundations of Mind. Routledge.
    Cognition can often be modeled as the transformation of a set of variables into another. At least two kinds of entities are needed in this process: signals and coders. Representations are usually taken to be signals, but sometimes they are the coders: sometimes the computational complexity of variable transformations can be strikingly reduced by relying on a structure that mirrors that of some task-relevant entity. These kinds of coders are what philosophers call structural representations.
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  3. Structural representation and surrogative reasoning.Chris Swoyer - 1991 - Synthese 87 (3):449 - 508.
    It is argued that a number of important, and seemingly disparate, types of representation are species of a single relation, here called structural representation, that can be described in detail and studied in a way that is of considerable philosophical interest. A structural representation depends on the existence of a common structure between a representation and that which it represents, and it is important because it allows us to reason directly about the representation (...)
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  4. Structured Representation.Kevin J. Lande, Douglas Addleman, Denis Buehler & Nick Baker - 2026 - In Felipe De Brigard & Walter Sinnott-Armstrong, Neuroscience and Philosophy II. Cambridge, Massachusetts: The MIT Press.
    The aim of this chapter is to provide a primer on structured mental representations and their place in philosophical and scientific theorizing. We discuss four questions: 1. What does it mean to say that a psychological representation is structured? 2. Why does a representation’s structure matter? 3. What are examples of possible representational structures? 4. How can such representational structures be discovered empirically? -/- We encourage several pluralist perspectives concerning structured mental representation. The first is pluralism about (...)
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  5.  26
    Structural representation and the Newman problem of the brain and AI.Holger Lyre - 2025 - Philosophy and the Mind Sciences 6.
    The brain is an operationally closed system. At it’s boundary, every incoming signal gets translated into neural activity. The intrinsic nature of the distal causes perturbing the brain at its sensory surfaces cannot be grasped from the inside. Moreover, the brain exploits change detection and relational coding. Hence, the external relations between any distal causes are transformed into internal relations between neural activities. The picture of a thoroughgoing structuralism about the mind emerges: all mental states are relationally individuated and thereby (...)
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  6.  42
    Structural representation is analog representation.Corey Maley - 2026 - Philosophy and the Mind Sciences 7 (1).
    Recent years have seen an increasing amount of attention devoted to the subject of structural representation. Is there one type of structural representation or many? How do they differ from other types of representation? Are they really a genuine type of representation in the first place? All good questions, which I will address indirectly by arguing that structural representations are nothing more than analog representations. Understanding them as such provides some much needed theoretical (...)
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  7. Structural representation and the two problems of content.Jonny Lee - 2019 - Mind and Language 34 (5):606-626.
    A promising strategy for defending the role that representation plays in explanations of cognition frames the concept in terms of internal models or map‐like mechanisms. “Structural representation” offers an account of representation that is grounded in well‐specified, empirical criteria. However, anti‐representationalists continue to press the issue of how to account for the paradigmatic semantic properties of representation at the subpersonal level. In this paper, I offer an account of how the proponent of structural (...) should think about content. There are really two problems of content any account of representation must overcome: the “hard problem of content” and the “content determination problem.” I argue that the structural representation account has the resources to provide a naturalistically respectable notion of content that overcomes both problems. (shrink)
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  8. Structural representations: causally relevant and different from detectors.Paweł Gładziejewski & Marcin Miłkowski - 2017 - Biology and Philosophy 32 (3):337-355.
    This paper centers around the notion that internal, mental representations are grounded in structural similarity, i.e., that they are so-called S-representations. We show how S-representations may be causally relevant and argue that they are distinct from mere detectors. First, using the neomechanist theory of explanation and the interventionist account of causal relevance, we provide a precise interpretation of the claim that in S-representations, structural similarity serves as a “fuel of success”, i.e., a relation that is exploitable for the (...)
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  9. 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 (...)
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  10. Are Generative Models Structural Representations?Marco Facchin - 2021 - Minds and Machines 31 (2):277-303.
    Philosophers interested in the theoretical consequences of predictive processing often assume that predictive processing is an inferentialist and representationalist theory of cognition. More specifically, they assume that predictive processing revolves around approximated Bayesian inferences drawn by inverting a generative model. Generative models, in turn, are said to be structural representations: representational vehicles that represent their targets by being structurally similar to them. Here, I challenge this assumption, claiming that, at present, it lacks an adequate justification. I examine the only (...)
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  11.  98
    Argument structure: representation and theory.James B. Freeman - 2011 - New York: Springer.
    An approach to argument macrostructure -- The dialectical nature of argument -- Toulmin's problematic notion of warrant -- The linked-convergent distinction, a first approximation -- Argument structure and disciplinary perspective : the linked-convergent versus multiple-co-ordinatively compound distinctions -- The linked-convergent distinction, refining the criterion -- Argument structure and enthymemes -- From analysis to evaluation.
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  12. (1 other version)Maps, Simulations, Spaces and Dynamics: On Distinguishing Types of Structural Representations.Marco Facchin - 2024 - Erkentnnis.
    Structural representations are likely the most talked about representational posits in the contemporary debate over cognitive representations. Indeed, the debate surrounding them is so vast virtually every claim about them has been made. Some, for instance, claimed structural representations are different from indicators. Others argued they are the same. Some claimed structural representations mesh perfectly with mechanistic explanations, others argued they can’t in principle mash. Some claimed structural representations are central to predictive processing accounts of cognition, (...)
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  13.  46
    Structural Representation and the Ontology of Models.Otávio Bueno - 2021 - In Alejandro Cassini & Juan Redmond, Models and Idealizations in Science: Artifactual and Fictional Approaches. Cham: Springer Verlag. pp. 199-216.
    This chapter introduces a structural account of representation through partial structures and examines its ontological commitments. It is pointed out that structural approaches to scientific representation emphasize the crucial role played by structures in representing salient features of the world. It is common to present and, in some cases, even to reify such structures as abstract entities, in particular as set-theoretic constructs. Against this view, it is argued that no such reification is called for and that (...)
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  14. Understanding Structural Representations.Marc Artiga - forthcoming - British Journal for the Philosophy of Science.
  15. Developing structured representations.Leonidas A. A. Doumas & Lindsey E. Richland - 2008 - Behavioral and Brain Sciences 31 (4):384-385.
    Leech et al.'s model proposes representing relations as primed transformations rather than as structured representations (explicit representations of relations and their roles dynamically bound to fillers). However, this renders the model unable to explain several developmental trends (including relational integration and all changes not attributable to growth in relational knowledge). We suggest looking to an alternative computational model that learns structured representations from examples.
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  16. Quantifying information in structural representations.Stephen Francis Mann - 2024 - Theoria. An International Journal for Theory, History and Foundations of Science:1-27.
    The goal of this paper is to show that the information carried by a structural representation can be decomposed into the information carried by its component parts. In particular, the relations between the components of a structural representation carry quantifiable information about the relations between components of their signifieds. It follows that the information carried by cognitive structural representations, including cognitive maps, can in principle be quantified and decomposed. This is perhaps surprising given that the (...)
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  17. Whither structured representation?Arthur B. Markman & Eric Dietrich - 1999 - Behavioral and Brain Sciences 22 (4):626-627.
    The perceptual symbol system view assumes that perceptual representations have a role-argument structure. A role-argument structure is often incorporated into amodal symbol systems in order to explain conceptual functions like abstraction and rule use. The power of perceptual symbol systems to support conceptual functions is likewise rooted in its use of structure. On Barsalou's account, this capacity to use structure (in the form of frames) must be innate.
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  18. Structural Representations and the Problem of Truth.Mark Jago - 2015 - Synthese 192 (11):3471–3492.
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  19.  94
    Systematicity, structured representations and cognitive architecture: A reply to Fodor and Pylyshyn.Andy Clark - 1991 - In Terence E. Horgan & John L. Tienson, Connectionism and the Philosophy of Mind. Kluwer Academic Publishers. pp. 198--218.
  20. The Protein Ontology: A structured representation of protein forms and complexes.Darren Natale, Cecilia N. Arighi, Winona C. Barker, Judith A. Blake, Carol J. Bult, Michael Caudy, Harold J. Drabkin, Peter D’Eustachio, Alexei V. Evsikov, Hongzhan Huang, Jules Nchoutmboube, Natalia V. Roberts, Barry Smith, Jian Zhang & Cathy H. Wu - 2011 - Nucleic Acids Research 39 (1):D539-D545.
    The Protein Ontology (PRO) provides a formal, logically-based classification of specific protein classes including structured representations of protein isoforms, variants and modified forms. Initially focused on proteins found in human, mouse and Escherichia coli, PRO now includes representations of protein complexes. The PRO Consortium works in concert with the developers of other biomedical ontologies and protein knowledge bases to provide the ability to formally organize and integrate representations of precise protein forms so as to enhance accessibility to results of protein (...)
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  21. Structured representations in connectionist systems?Terence E. Horgan & John L. Tienson - 1991 - In Steven Davis, Connectionism: Theorye and Practice. Oxford University Press.
  22. Exploitable Isomorphism and Structural Representation.Nicholas Shea - 2014 - Proceedings of the Aristotelian Society 114 (2pt2):123-144.
    An interesting feature of some sets of representations is that their structure mirrors the structure of the items they represent. Founding an account of representational content on isomorphism, homomorphism or structural resemblance has proven elusive, however, largely because these relations are too liberal when the candidate structure over representational vehicles is unconstrained. Furthermore, in many cases where there is a clear isomorphism, it is not relied on in the way the representations are used. That points to a potential resolution: (...)
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  23.  49
    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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  24.  5
    Structural representation of the body differs for glabrous and hairy skin surfaces.Carmen Lenatti, Desirée Lopis, Sébastien Alexandre Krienen, Heather J. Ferguson & Luigi Tamè - 2026 - Cognition 274 (C):106559.
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    Structured representations in the control of behavior cannot be so easily dismissed: A reply to Botvinick and Plaut (2006).Richard P. Cooper & Tim Shallice - 2006 - Psychological Review 113 (4):929-931.
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  26. Structural representations of objects: Invariance over a shape-distorting transformation.H. J. Hilton & L. A. Cooper - 1996 - In Enrique Villanueva, Perception. Ridgeview Pub. Co. pp. 48-48.
     
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  27.  36
    Structuralism and structural representation.Mazviita Chirimuuta - 2026 - Philosophy and the Mind Sciences 7 (1).
    Availability of the notion that the brain or mind represents the world by instantiating structures similar to relations amongst external items is crucial to the idea than an AI could represent the world in the same way that a human being does. This paper looks at the historical emergence of this notion within the structuralist movement in science, mathematics and philosophy seen in the late nineteenth and early twentieth century. Cassirer’s philosophy is a crystallisation of some these tendencies, and Heidegger’s (...)
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  28. Bayesian realism and structural representation.Alex Kiefer & Jakob Hohwy - 2022 - Behavioral and Brain Sciences 45:e199.
    We challenge Bruineberg et al's view that Markov blankets are illicitly reified when used to describe organismic boundaries. We do this both on general methodological grounds, where we appeal to a form of structural realism derived from Bayesian cognitive science to dissolve the problem, and by rebutting specific arguments in the target article.
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  29. Structural and indicator representations: a difference in degree, not kind.Gregory Nirshberg & Lawrence Shapiro - 2020 - Synthese 198 (8):7647-7664.
    Some philosophers have offered structural representations as an alternative to indicator-based representations. Motivating these philosophers is the belief that an indication-based analysis of representation exhibits two fatal inadequacies from which structural representations are spared: such an analysis cannot account for the causal role of representational content and cannot explain how representational content can be made determinate. In fact, we argue, indicator and structural representations are on a par with respect to these two problems. This should not (...)
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  30. Hidden processes in structural representations: A reply to Abbott, Austerweil, and Griffiths (2015).Michael N. Jones, Thomas T. Hills & Peter M. Todd - 2015 - Psychological Review 122 (3):570-574.
  31.  57
    Similarity and structured representation in human and nonhuman apes.Carl J. Hodgetts, James O. E. Close & Ulrike Hahn - 2023 - Cognition 236 (C):105419.
  32.  52
    Higher-Level Cognition Under Predictive Processing: Structural Representations and Grounded Cognition.Jannis Friedrich & Martin H. Fischer - 2026 - Minds and Machines 36 (2):20.
    Predictive processing posits that prediction-error minimization underlies all perception, action, and cognition. Yet, despite its considerable popularity and explanatory scope, it is unclear how this enables higher-level cognitive abilities, such as representing and reasoning over abstract concepts. We combine insights from predictive processing, structural representations and grounded cognition to address this issue. It has been argued from predictive processing and the free energy principle that an anticipatory model of the person-relevant environment is simulated. Structural representations state that these (...)
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  33. Priming of structural representations of 3-dimensional objects.Dl la CooperSchacter - 1992 - Bulletin of the Psychonomic Society 30 (6):443-444.
     
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  34. Organized representations forming a computationally useful processing structure.Nicholas Shea - 2023 - Synthese 202 (6):1-20.
    Peter Godfrey-Smith recently introduced the idea of representational ‘organization’. When a collection of representations form an organized family, similar representational vehicles carry similar contents. For example, where neural firing rate represents numerosity (an analogue magnitude representation), similar firing rates represent similar numbers of items. Organization has been elided with structural representation, but the two are in fact distinct. An under-appreciated merit of representational organization is the way it facilitates computational processing. Representations from different organized families can interact, (...)
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  35. Structural Omission: A Framework for Representation in the Post-Certainty Era.Deborah Scott - manuscript
    Structural Omission, originated by Deborah Scott, is a framework in contemporary realist painting that addresses the limits of observation, perception, and knowing. It is not an abstract theory but a practice formalized through three principles—Ground (Perceptual Limits), Structure (Structural Incompleteness), and Consequence (Narrative Without Resolution). It organizes painting around what can be seen and what remains beyond reach, holding the known and the unknowable together. This paper defines Structural Omission as an epistemological framework that repositions realism after (...)
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  36. The Structure of Analog Representation.Andrew Y. Lee, Joshua Myers & Gabriel Oak Rabin - 2023 - Noûs 57 (1):209-237.
    This paper develops a theory of analog representation. We first argue that the mark of the analog is to be found in the nature of a representational system’s interpretation function, rather than in its vehicles or contents alone. We then develop the rulebound structure theory of analog representation, according to which analog systems are those that use interpretive rules to map syntactic structural features onto semantic structural features. The theory involves three degree-theoretic measures that capture three (...)
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  37. Can structural correspondences ground real world representational content in Large Language Models?Iwan Williams - 2026 - Mind and Language.
    Basic large language models (LLMs) have no direct contact with extra-linguistic reality: Their inputs, outputs and training data consist solely of text. Can they represent the world beyond that text, nevertheless? This paper considers whether LLMs represent real-world domains partly thanks to structural correspondences between their internal states and those domains. I clarify the requirements for a structural correspondence to play a genuinely content-grounding role, and argue (i) that it is a live empirical possibility that text-based LLMs meet (...)
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  38. Nonlinear effects of spatial connectedness implicate hierarchically structured representations in visual working memory.Błażej Skrzypulec & Adam Chuderski - 2020 - Journal of Memory and Language 113:104124.
    Five experiments investigated the role of spatial connectedness between a pair of objects presented in the change detection task for the actual capacity of visual working memory (VWM) in healthy young adults (total N = 405). Three experiments yielded a surprising nonlinear relationship between the proportion of pair-wise connected objects and capacity, with the highest capacity observed for homogenous displays, when either all objects were connected or disjointed. A drop in capacity, ranging from an average of a quarter of an (...)
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  39. Representations of structural closure operators.José Gil-Férez - 2011 - Archive for Mathematical Logic 50 (1-2):45-73.
    We continue the work of Blok and Jónsson by developing the theory of structural closure operators and introducing the notion of a representation between them. Similarities and equivalences of Blok-Jónsson turn out to be bijective representations and bijective structural representations, respectively. We obtain a characterization for representations induced by a transformer. In order to obtain a similar characterization for structural representations we introduce the notions of a graduation and a graded variable of an M-set. We show (...)
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  40. The Structure of the World: Metaphysics and Representation.Steven French - 2014 - New York: Oxford University Press.
    Steven French articulates and defends the bold claim that there are no objects in the world. He draws on metaphysics and philosophy of science to argue for structural realism--the position that we live in a world of structures--and defends a form of eliminativism about objects that sets laws and symmetry principles at the heart of ontology.
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  41. (1 other version)Directions in Connectionist Research: Tractable Computations Without Syntactically Structured Representations.Jonathan Waskan & William Bechtel - 1997 - Metaphilosophy 28 (1‐2):31-62.
    Figure 1: A pr ototyp ical exa mple of a three-layer feed forward network, used by Plunkett and M archm an (1 991 ) to simulate learning the past-tense of En glish verbs. The inpu t units encode representations of the three phonemes of the present tense of the artificial words used in this simulation. Th e netwo rk is trained to produce a representation of the phonemes employed in the past tense form and the suffix (/d/, /ed/, or (...)
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  42. 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 experience (...)
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  43. Representation and Invariance of Scientific Structures.Patrick Suppes - 2002 - CSLI Publications (distributed by Chicago University Press).
    An early, very preliminary edition of this book was circulated in 1962 under the title Set-theoretical Structures in Science. There are many reasons for maintaining that such structures play a role in the philosophy of science. Perhaps the best is that they provide the right setting for investigating problems of representation and invariance in any systematic part of science, past or present. Examples are easy to cite. Sophisticated analysis of the nature of representation in perception is to be (...)
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  44.  35
    Represented structure versus representational structure: A challenge for interpreting LLMs.Colin Klein - 2026 - Philosophy and the Mind Sciences 7 (1).
    An adequate theory of representation should distinguish between the structure of a representation and the structure of what it represents. I argue that the simplest sorts of transformers (the architecture that underlies most familiar Large Language Models) have only a very lightweight structure for their representations: insofar as they work with the structure of language, they represent it but do not use it. In addition to being interesting in its own right, this also shows how we may use (...)
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  45. Representation and structure in the theory of propositions.Jeff Speaks - 2014 - In Jeffrey C. King, Scott Soames & Jeff Speaks, New Thinking About Propositions. New York, NY, USA: Oxford University Press. pp. 215-225.
    I reply to criticisms from King and Soames and critically examine two aspects of current orthodoxy about propositions: that they are representational and that they are structured. I argue that (especially once one gives up on intrinsically representational propositions) there is no good reason to think that propositions have representational properties, and distinguish a few different senses in which propositions might be structured, expressing some skepticism about the more ambitious ones.
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  46. An African background to the concept of open society : Ikenga and Ofo cultic figures as structural representations of the enterprising spirit of the Igbo of Nigeria.Nwankwo T. Nwaezeigwe - 2023 - In Christof Royer & Liviu Matei, Open society unresolved: the contemporary relevance of a contested idea. New York: Central European University Press.
  47. Pronominal Reference and Inferential Mechanism in Micro-Structural Representation.Custav Roth - 1992 - In Gustav Roth & H. S. Prasad, Philosophy, grammar, and indology: essays in honour of Professor Gustav Roth. Delhi, India: Sri Satguru Publications. pp. 20--403.
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  48. Identity, structure, and causal representation in scientific models.Kevin D. Hoover - 2013 - In Hsiang-Ke Chao, Szu-Ting Chen & Roberta L. Millstein, Mechanism and Causality in Biology and Economics. Dordrecht: Springer. pp. 35-57.
    Recent debates over the nature of causation, casual inference, and the uses of causal models in counterfactual analysis, involving inter alia Nancy Cartwright (Hunting Causes and Using Them), James Woodward (Making Things Happen), and Judea Pearl (Causation), hinge on how causality is represented in models. Economists’ indigenous approach to causal representation goes back to the work of Herbert Simon with the Cowles Commission in the early 1950s. The paper explicates a scheme for the representation of causal structure, inspired (...)
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  49.  29
    (1 other version)Structure-preserving representations, constitution, and the relative a priori.Thomas Mormann - 2018 - Synthese 198 (Suppl 21):1-24.
    The aim of this paper is to show that a comprehensive account of the role of representations in science should reconsider some neglected theses of the classical philosophy of science proposed in the first decades of the twentieth century. More precisely, it is argued that the representational accounts of Helmholtz and Hertz, in which the concept of structure-preservation plays an essential role, still deserve attention for contemporary debates. Following Reichenbach, structure-preserving representations provide a useful device for formulating an up-to-date version (...)
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  50. Cognitive Structural Realism: A Radical Solution to the Problem of Scientific Representation.Majid Davoody Beni - 2019 - Cham: Springer Verlag.
    In this book, the author develops a new form of structural realism and deals with the problem of representation. The work combines two distinguished developments of the Semantic View of Theories, namely Structural Realism, a flourishing theory from contemporary philosophy of science, and Ronald Giere and colleagues’ Cognitive Models of Science approach. Readers will see how replacing the model-theoretic structures that are at issue in SR with connectionist networks and activations patterns helps us to deal with the (...)
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