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Non-symbolic compositional representation and its neuronal foundation: towards an emulative semantics

In Markus Werning, Wolfram Hinzen & Edouard Machery (eds.), The Oxford Handbook of Compositionality. Oxford University Press (2012)

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  1. A Puzzle concerning Compositionality in Machines.Ryan M. Nefdt - 2020 - Minds and Machines 30 (1):47-75.
    This paper attempts to describe and address a specific puzzle related to compositionality in artificial networks such as Deep Neural Networks and machine learning in general. The puzzle identified here touches on a larger debate in Artificial Intelligence related to epistemic opacity but specifically focuses on computational applications of human level linguistic abilities or properties and a special difficulty with relation to these. Thus, the resulting issue is both general and unique. A partial solution is suggested.
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  • Embodying Artifact Production Knowledge.Susanna Melkonian-Altshuler - 2018 - Proceedings of a Body of Knowledge, Access at Https://Escholarship.Org/Uc/Item/92J9B1J0.
    On a modified view of embodied cognition, I argue that the conceptual structure of some present-day’s abstract artifact concepts such as PIECE OF MUSIC or PIECE OF ART can be effectively explained if it is taken into account that “visual recordings” of first observed result objects played a major role in developing abstract artifact concepts.
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  • Introduction: Origin and Evolution of Language—An Interdisciplinary Perspective.Francesco Ferretti, Ines Adornetti, Alessandra Chiera, Erica Cosentino & Serena Nicchiarelli - 2018 - Topoi 37 (2):219-234.
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  • The Time-Course of Sentence Meaning Composition. N400 Effects of the Interaction between Context-Induced and Lexically Stored Affordances.Erica Cosentino, Giosuè Baggio, Jarmo Kontinen & Markus Werning - 2017 - Frontiers in Psychology 8:248173.
    Contemporary semantic theories can be classified along two dimensions: (i) the way and time-course in which contextual factors influence sentence truth-conditions; and (ii) whether and to what extent comprehension involves sensory, motor and emotional processes. In order to explore this theoretical space, our ERP study investigates the time-course of the interaction between the lexically specified telic component of a noun (the function of the object to which the noun refers to, e.g., a funnel is generally used to pour liquids into (...)
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  • Content and Composition. An Essay on Tense, Content and Semantic Value.Sara Packalén - 2016 - Dissertation, Stockholm University
    A remarkable thing about natural language is that we can use it to share our beliefs and thoughts about the world with other speakers of our language. In cases of successful communication, beliefs seem to be transferred from speakers to hearers by means of the hearer recovering the contents of the speaker’s utterances. This is so natural to us that we take it for granted in our everyday life, and rarely stop to think about how it's is possible. Nevertheless, it's (...)
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  • (2 other versions)Reading Words Hurts: The impact of pain sensitivity on people’s ratings of pain-related words.Erica Cosentino, Markus Werning & Kevin Reuter - 2015 - In D. C. Noelle, R. Dale, Anne Warlaumont, Jeffrey Yoshimi, T. Matlock, C. D. Jennings & P. P. Maglio (eds.), Proceedings of the 37th Annual Conference of the Cognitive Science Society. Cognitive Science Society. pp. 453-458.
    This study explores the relation between pain sensitivity and the cognitive processing of words. 130 participants evaluated the pain-relatedness of a total of 600 two-syllabic nouns, and subsequently reported on their own pain sensitivity. The results demonstrate that pain-sensitive people (based on their self-report) associate words more strongly with pain than less sensitive people. In particular, concrete nouns like syringe, wound, knife, and cactus, are considered to be more pain-related for those who are more pain-sensitive. We discuss our results in (...)
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  • What is episodic memory if it is a natural kind?Sen Cheng & Markus Werning - 2016 - Synthese 193 (5):1345-1385.
    Colloquially, episodic memory is described as “the memory of personally experienced events”. Even though episodic memory has been studied in psychology and neuroscience for about six decades, there is still great uncertainty as to what episodic memory is. Here we ask how episodic memory should be characterized in order to be validated as a natural kind. We propose to conceive of episodic memory as a knowledge-like state that is identified with an experientially based mnemonic representation of an episode that allows (...)
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  • 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 episodic memory (...)
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  • Composition and replay of mnemonic sequences: The contributions of REM and slow-wave sleep to episodic memory.Sen Cheng & Markus Werning - 2013 - Behavioral and Brain Sciences 36 (6):610-611.
    We propose that rapid eye movement (REM) and slow-wave sleep contribute differently to the formation of episodic memories. REM sleep is important for building up invariant object representations that eventually recur to gamma-band oscillations in the neocortex. In contrast, slow-wave sleep is more directly involved in the consolidation of episodic memories through replay of sequential neural activity in hippocampal place cells.
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  • Bridging the Chasm Between Cognitive Representations and Formal Structures of Linguistic Meanings.Prakash Mondal - 2024 - Cognitive Science 48 (5):e13456.
    This paper aims to show that properties of cognitive/conceptual representations and formal‐logical structures of linguistic meaning can be inter‐translated, recast, transformed into one another, and so united together, even though cognitive/conceptual representations and formal‐logical structures of linguistic meaning are apparently distinct in ontology and divergent in their form or character. While cognitive/conceptual representations are ultimately rooted in sensory‐motor systems, formal‐logical structures of linguistic meaning are abstractions detached from and independent of the actualized world. This paper sketches out the foundations of (...)
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  • (1 other version)Synesthesia, sensory-motor contingency, and semantic emulation: how swimming style-color synesthesia challenges the traditional view of synesthesia.Aleksandra Mroczko-Wąsowicz & Markus Werning - 2012 - Frontiers in Psychology / Research Topic Linking Perception and Cognition in Frontiers in Cognition 3 (279):1-12.
    Synesthesia is a phenomenon in which an additional nonstandard perceptual experience occurs consistently in response to ordinary stimulation applied to the same or another modality. Recent studies suggest an important role of semantic representations in the induction of synesthesia. In the present proposal we try to link the empirically grounded theory of sensory-motor contingency and mirror system based embodied simulation to newly discovered cases of swimming-style color synesthesia. In the latter color experiences are evoked only by showing the synesthetes a (...)
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