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A Connectionist Variation on Inheritance
University of Skövde, Department of Computer Science.
1996 (English)Report (Other academic)
Abstract [en]

A connectionist architecture is outlined which makes use of RAAM to generate representations for objects in inheritance networks and extended learning to make such representations context-sensitive. The architecture embodies inheritance quite differently by relying on associative similarities and regions in representational space. The model avoids many of the problems identified for traditional inheritance.

Place, publisher, year, edition, pages
Skövde: University of Skövde , 1996.
Series
IDA Technical Reports ; HS-IDA-TR-96-015
Keywords [en]
connectionism, artificial neural networks, nonmonotonic reasoning, inheritance
National Category
Information Systems
Identifiers
URN: urn:nbn:se:his:diva-1177OAI: oai:DiVA.org:his-1177DiVA, id: diva2:2303
Note

HS-IDA-TR-96-015. International Conference on Artificial Neural Networks ICANN 1996: Artificial Neural Networks — ICANN 96 pp 353-358. Part of the Lecture Notes in Computer Science book series (LNCS, volume 1112). "The Connectionist Research Group, Comp. Sci. Dept. University of Skövde Sweden"

Available from: 2008-06-17 Created: 2008-06-17 Last updated: 2019-04-15Bibliographically approved

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Bodén, Mikael

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