Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • 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
An attempt in modelling early intervention in autism using neural networks
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Embedded Internet Systems Lab.
2004 (English)In: Proceedings: Budapest, Hungary, 25 - 29 July 2004, Piscataway, NJ: IEEE Communications Society, 2004, 29-34 p.Conference paper, Published paper (Refereed)
Abstract [en]

We present a solution to a problem of early intervention in autistic learning. This is an addition to our model of autism which is based on Kohonen self-organizing maps extended with the source familiarity filter and the attention shift mechanism. In particular we study the feature map formation when attention shift is restricted by familiarity preference. The network learns the stimuli from the source with the lowest variability in great detail at the expense of the other source. The early intervention neural controller modifies the probabilities of presenting stimuli from a given source in response to the attention shift acceptance/rejection signals.

Place, publisher, year, edition, pages
Piscataway, NJ: IEEE Communications Society, 2004. 29-34 p.
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Industrial Electronics
Identifiers
URN: urn:nbn:se:ltu:diva-39306DOI: 10.1109/IJCNN.2004.1379864Local ID: dfa92110-6f58-11db-962b-000ea68e967bISBN: 0-7803-8359-1 (print)OAI: oai:DiVA.org:ltu-39306DiVA: diva2:1012816
Conference
IEEE International Joint Conference on Neural Networks : 25/06/2004 - 29/06/2004
Note
Godkänd; 2004; 20060929 (ysko)Available from: 2016-10-03 Created: 2016-10-03 Last updated: 2017-11-25Bibliographically approved

Open Access in DiVA

fulltext(363 kB)17 downloads
File information
File name FULLTEXT01.pdfFile size 363 kBChecksum SHA-512
a4ac9ee55776e54a0f1ccca2836623019d79897a92384b2e1e0119acd864f4e7a895f8afb78de7e3e07967fd964b06103b10e9d654ded212227dfbe571bf884b
Type fulltextMimetype application/pdf

Other links

Publisher's full text

Search in DiVA

By author/editor
Paplinski, AndrewGustafsson, Lennart
By organisation
Embedded Internet Systems Lab
Other Electrical Engineering, Electronic Engineering, Information Engineering

Search outside of DiVA

GoogleGoogle Scholar
Total: 17 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

doi
isbn
urn-nbn

Altmetric score

doi
isbn
urn-nbn
Total: 29 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • 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