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Systematicity and G...
Systematicity and Generalisation in Connectionist Compositional Representation
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- Niklasson, Lars (författare)
- Högskolan i Skövde,Institutionen för data- och systemvetenskap
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- Sharkey, Noel E. (författare)
- University of Sheffield, UK
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(creator_code:org_t)
- Skövde : Institutionen för kommunikation och information, 1993
- Engelska 13 s.
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Serie: IKI Technical Reports ; HS-IDA-TR-93-002
- Relaterad länk:
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https://urn.kb.se/re...
Abstract
Ämnesord
Stäng
- It has been argued that models, that are claimed to be models of the mind, have to exhibit a behaviour closely related to human thought. This includes dealing with the issues of compositionality, systematicity and productivity. This paper starts by describing a non-concatenative mode of combination for connectionist patterns of neural activation. We then turn to the issue of systematicity, i.e. structure sensitive processes. We explore this issue to some level of detail, e.g. the importance of choosing the `right' type of representation and how the construction of the training set could result in different types of systematicity.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap -- Systemvetenskap, informationssystem och informatik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Information Systems (hsv//eng)
Nyckelord
- Computer and systems science
- Data- och systemvetenskap
Publikations- och innehållstyp
- vet (ämneskategori)
- rap (ämneskategori)