December 2012
Intermediate to advanced
390 pages
17h 9m
English
Content preview from Distributed Artificial Intelligence
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Chapter 7
A Connectionist Encoding of
Semantic Networks
Lokendra Shastri
Abstract
This paper presents a highly distributed solution to the problem of representing and
reasoning with conceptual information. It describes how knowledge about concepts, their
properties, and the hierarchical relationship between concepts (e.g., the IS-A relation)
can be encoded as an interpreter-free massively parallel network of simple processing
elements such that:
• the network can solve an interesting class of inheritance and categorization problems
extremely fast—in time proportional to the depth of the conceptual hierarchy, and
• the network computes the solution ...
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