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Organized representations forming a computationally useful processing structure

Nicholas Shea

2023Synthese15 citationsDOIOpen Access PDF

Abstract

Abstract 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, for example to perform addition. Their being organized allows them to implement a useful computation. Many of the cases where organization has seemed significant, but which fall short of structural representation, are cases where representational organization underpins a computationally useful processing structure.

Topics & Concepts

Numerosity adaptation effectRepresentation (politics)Computer sciencePhilosophy of languageCognitive scienceArtificial intelligenceComputationPhilosophy of scienceTheoretical computer sciencePsychologyMetaphysicsAlgorithmEpistemologyCognitionPhilosophyPolitical sciencePoliticsLawNeuroscienceNeural dynamics and brain functionCognitive and developmental aspects of mathematical skillsNeural Networks and Applications
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