Special Issue on Symbol Grounding

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Symbol Grounding Revisited 1 the Origin of Symbol Grounding 1.1 Overview 1.2 the Symbol Grounding Problem

Symbol Grounding has originated in the domain of cognitive connectionism as an approach to a model of language acquisition.It has, however, transcended this restricted domain and its most prominent proponents now regard it as a technique which is of general importance to the connectionist-symbolic debate, especially for their integration into a common framework. This paper revisits the claims m...

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Preface to the Special Issue on Connectionist Symbol Processing

Connectionist networks are composed of relatively simple, neuron-like processing elements that store all their long-term knowledge in the strengths of the connections between processors. In the last decade there has been considerable progress in developing learning procedures for these networks that allow them to automatically construct their own internal representations [6-8, 10]. The learning...

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Symbol Grounding Problem

INTRODUCTION The topic of representation acquisition, manipulation and use has been a major trend in Artificial Intelligence since its beginning and persists as an important matter in current research. Particularly, due to initial focus on development of symbolic systems, this topic is usually related to research in symbol grounding by artificial intelligent systems. Symbolic systems, as propos...

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Extending symbol grounding

The papers collected in this special issue emerged from an international workshop on symbol grounding organised at the University of Plymouth on 3 and 4 July 2006 by the Distributed Language Group. Our goal was to extend the classical view of symbol grounding by recognising that language and cognitive dynamics are mutually constitutive. Specifically, we aimed to do so by bringing researchers wh...

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The Symbol Grounding Problem

There has been much discussion recently about the scope and limits of purely symbolic models of the mind and abotlt the proper role of connectionism in cognitive modeling. This paper describes the "symbol grounding problem": How can the semantic interpretation of a formal symbol system be made intrinsic to the system, rather than just parasitic on the meanings in our heads? How can the meanings...

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ژورنال

عنوان ژورنال: KI - Künstliche Intelligenz

سال: 2013

ISSN: 0933-1875,1610-1987

DOI: 10.1007/s13218-013-0250-7