Ontogenesis in Neural Networks in Lund University Cognitive Studies 24
(1993) 24.- Abstract
- hen working with a neural network, it is advantageous to let it extract as much information as possible from the environment. We also want the network to perform better at this task. One way of achieving this is to make the perceptions of the network dependent on its current knowledge. This means that the network should be able to find structures in structures or to make categories of categories. This paper is an attempt to accomplish these goals by crafting the units to be feature correlators rather than feature detectors. A central component in the proposed construction is the use of spontaneous (or background) activity of the units as an important influence on the process.
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/526530
- author
- Pallbo, Robert LU
- organization
- publishing date
- 1993
- type
- Working paper/Preprint
- publication status
- published
- subject
- volume
- 24
- pages
- 9 pages
- ISSN
- 1101-8453
- language
- English
- LU publication?
- yes
- id
- af244495-cb20-4571-99b9-5368039b1cd4 (old id 526530)
- alternative location
- http://robert.pallbo.se/academic/Papers/Lucs24/Lucs24.pdf
- date added to LUP
- 2016-04-04 09:19:47
- date last changed
- 2018-11-21 20:52:21
@misc{af244495-cb20-4571-99b9-5368039b1cd4, abstract = {{hen working with a neural network, it is advantageous to let it extract as much information as possible from the environment. We also want the network to perform better at this task. One way of achieving this is to make the perceptions of the network dependent on its current knowledge. This means that the network should be able to find structures in structures or to make categories of categories. This paper is an attempt to accomplish these goals by crafting the units to be feature correlators rather than feature detectors. A central component in the proposed construction is the use of spontaneous (or background) activity of the units as an important influence on the process.}}, author = {{Pallbo, Robert}}, issn = {{1101-8453}}, language = {{eng}}, note = {{Working Paper}}, title = {{Ontogenesis in Neural Networks in Lund University Cognitive Studies 24}}, url = {{http://robert.pallbo.se/academic/Papers/Lucs24/Lucs24.pdf}}, volume = {{24}}, year = {{1993}}, }