Towards structural systematicity in distributed, statically bound visual representations

Cognitive Science 23 (1):73-110 (2003)
Abstract
The problem of representing the spatial structure of images, which arises in visual object processing, is commonly described using terminology borrowed from propositional theories of cognition, notably, the concept of compositionality. The classical propositional stance mandates representations composed of symbols, which stand for atomic or composite entities and enter into arbitrarily nested relationships. We argue that the main desiderata of a representational system — productivity and systematicity — can (indeed, for a number of reasons, should) be achieved without recourse to the classical, proposition-like compositionality. We show how this can be done, by describing a systematic and productive model of the representation of visual structure, which relies on static rather than dynamic binding and uses coarsely coded rather than atomic shape primitives.
Keywords Compositionality  Systematicity  Cognition
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DOI 10.1207/s15516709cog2701_3
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References found in this work BETA
Perceptual Symbol Systems.Lawrence W. Barsalou - 1999 - Behavioral and Brain Sciences 22 (4):577-660.
A Sensorimotor Account of Vision and Visual Consciousness.J. Kevin O'Regan & Alva Noë - 2001 - Behavioral and Brain Sciences 24 (5):883-917.

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Untangling Invariant Object Recognition.James J. DiCarlo & David D. Cox - 2007 - Trends in Cognitive Sciences 11 (8):333-341.

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