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Putting representations to use

Synthese 200 (2) (2022)

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  1. Operationalising Representation in Natural Language Processing.Jacqueline Harding - 2023 - British Journal for the Philosophy of Science.
    Despite its centrality in the philosophy of cognitive science, there has been little prior philosophical work engaging with the notion of representation in contemporary NLP practice. This paper attempts to fill that lacuna: drawing on ideas from cognitive science, I introduce a framework for evaluating the representational claims made about components of neural NLP models, proposing three criteria with which to evaluate whether a component of a model represents a property and operationalising these criteria using probing classifiers, a popular analysis (...)
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  • Compositionality in Perception: A Framework.Kevin J. Lande - forthcoming - WIREs Cognitive Science.
    Perception involves the processing of content or information about the world. In what form is this content represented? I argue that perception is widely compositional. The perceptual system represents many stimulus features (including shape, orientation, and motion) in terms of combinations of other features (such as shape parts, slant and tilt, common and residual motion vectors). But compositionality can take a variety of forms. The ways in which perceptual representations compose are markedly different from the ways in which sentences or (...)
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  • Biological information.Peter Godfrey-Smith & Kim Sterelny - 2012 - In Ed Zalta, Stanford Encyclopedia of Philosophy. Stanford, CA: Stanford Encyclopedia of Philosophy.
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  • Engrams as mental files.Nikola Andonovski - 2024 - Synthese 204 (6):1-36.
    Engrams—physical memory traces resulting from specific experiences—are the central posits of modern memory science. In this paper, I examine engrams through the lens of the theory of mental files. Integrating evidence from a variety of research programs, I argue that engrams exhibit the core functional properties of mental files. I characterize them as discrete informational structures, formed upon individual experiences of events and causally involved in their subsequent recall. Engrams are plausibly structurally complex in a file-like way, consisting of a (...)
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  • Encoding without perceiving: Can memories be implanted?Jonathan Najenson - 2023 - Philosophical Psychology:1 - 28.
    The origin of memories is thought to be found in sensory perception. This conception is central to how the memory sciences characterize encoding. This paper considers how novel memory traces can be formed independently of external sensory inputs. I present a case study in which memory traces are created without sensory perception using a technique I call optogenetic memory implantation. Comparing this artificial process with normal memory encoding, I consider its implications for rethinking the causal chain that leads to remembering.
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  • The concept of representation in the brain sciences: The current status and ways forward.Luis H. Favela & Edouard Machery - forthcoming - Mind and Language.
    This article outlines the motivations and main findings of Favela and Machery's “Investigating the concept of representation in the neural and psychological sciences”, and discusses what to do with the concept of representation in the brain sciences moving forward.
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  • Do Retinal Neurons Also Represent Somatosensory Inputs? On Why Neuronal Responses Are Not Sufficient to Determine What Neurons Do.Lotem Elber-Dorozko & Yonatan Loewenstein - 2023 - Cognitive Science 47 (4):e13265.
    How does neuronal activity give rise to cognitive capacities? To address this question, neuroscientists hypothesize about what neurons “represent,” “encode,” or “compute,” and test these hypotheses empirically. This process is similar to the assessment of hypotheses in other fields of science and as such is subject to the same limitations and difficulties that have been discussed at length by philosophers of science. In this paper, we highlight an additional difficulty in the process of empirical assessment of hypotheses that is unique (...)
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  • Limits of Wilderness.Shawn Simpson - 2024 - Diálogos. Revista de Filosofía de la Universidad de Puerto Rico 55 (114):81-115. Translated by Etienne Helmer.
    Few debates in environmental philosophy have been more heated than the one over the nature of wilderness. And yet, when one surveys the present scene, one finds that a variety of different conceptions of wilderness are still quite popular – some more so in certain professions than others. In this paper, I look at three popular conceptions of wilderness with an eye toward sussing out the good and the bad them. I look at what I call (1) the folk view (...)
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  • Contextualizing, eliminating, or glossing: What to do with unclear scientific concepts like representation.Luis H. Favela & Edouard Machery - forthcoming - Mind and Language.
    In this article, we respond to Rosa Cao's, Frances Egan's, and John Krakauer's comments, defending our interpretation of our experimental results and the significance of an epistemology of the imprecise.
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  • Neural representations unobserved—or: a dilemma for the cognitive neuroscience revolution.Marco Facchin - 2023 - Synthese 203 (1):1-42.
    Neural structural representations are cerebral map- or model-like structures that structurally resemble what they represent. These representations are absolutely central to the “cognitive neuroscience revolution”, as they are the only type of representation compatible with the revolutionaries’ mechanistic commitments. Crucially, however, these very same commitments entail that structural representations can be observed in the swirl of neuronal activity. Here, I argue that no structural representations have been observed being present in our neuronal activity, no matter the spatiotemporal scale of observation. (...)
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  • Neural decoding, the Atlantis machine, and zombies.Rosa Cao & Jared Warren - 2023 - Philosophical Perspectives 37 (1):69-89.
    Neural decoding studies seem to show that the “private” experiences of others are more accessible than philosophers have traditionally believed. While these studies have many limitations, they do demonstrate that by capturing patterns in brain activity, we can discover a great deal about what a subject is experiencing. We present a thought experiment about a super-decoder — the Atlantis machine — and argue that given plausible assumptions, an Atlantis machine could one day be built. On the basis of this argument, (...)
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