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Sequence Processing from A Connectionist View
University of Skövde, Department of Computer Science.
2000 (English)Independent thesis Advanced level (degree of Master (One Year))Student thesis
Abstract [en]

In this work we explore how close the artificial intelligence community has come to model the human mind regarding representation and processing of sequences. We analyse results produced by cognitive psychologists, who explore real minds, for features exhibited by human short- and long-term memory when representing and processing sequences. We compare these features with theories and models from the AI community divided into two types of theories: intrinsic and extrinsic theories. We conclude that the intrinsic theories have managed to explain most of the features, whereas the extrinsic theories still have a lot to do before exhibiting all features. We also present several suggestions for continued research to the AI community within the area of sequence representation and processing in the human mind.

Place, publisher, year, edition, pages
Skövde: Institutionen för datavetenskap , 2000. , 152 p.
Keyword [en]
Cognitive modelling, Cognitive psychology, Symbolism, Connectionism
National Category
Information Science
Identifiers
URN: urn:nbn:se:his:diva-481OAI: oai:DiVA.org:his-481DiVA: diva2:2860
Presentation
(English)
Uppsok
Social and Behavioural Science, Law
Supervisors
Available from: 2008-01-11 Created: 2008-01-11 Last updated: 2009-10-05

Open Access in DiVA

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fulltext(445 kB)79 downloads
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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf