Holistic Symbol Processing
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منابع مشابه
Holistic Processing of Hierarchical Structures in Connectionist Networks
Despite the success of connectionist systems to model some aspects of cognition, critics argue that the lack of symbol processing makes them inadequate for modelling high-level cognitive tasks which require the representation and processing of hierarchical structures. In this thesis we investigate four mechanisms for encoding hierarchical structures in distributed representations that are suita...
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In this document an architecture for a purely Connectionist parser for Lexical Functional Grammar is proposed. It builds on recent developments in Connectionist Representation Techniques and Connectionist Parsing, to provide a distributed Connectionist implementation of Uniication which uses Holistic Computation in order to achieve constant time operation. It will exploit SRAAMs, a recently dev...
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It has been claimed that connectionist methods of encoding compositional structures, such as Pollack's RAAM, support a non-classical form of structure sensitive operation known as holistic computation, where symbol structures can be acted upon holistically without the need to decompose them, or to perform a search to locate or access their constituents. In this paper, it is argued that the conc...
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Holistic processing is often characterized as a process by which objects are perceived as a whole rather than a compilation of individual features. This mechanism may play an important role in the development of perceptual expertise because it allows for rapid integration across image regions. The present work explores whether holistic processing is present in latent fingerprint examiners, who ...
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Because holistic processing is a hallmark of normal face recognition, we ask whether such processing is reduced in developmental prosopagnosia (DP), and, if so, what the sources are of this deficit. Existing literature provides a mixed picture, with face inversion effects showing consistent holistic processing deficits but unable to locate their source and with some composite face studies showi...
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