Please use this identifier to cite or link to this item: http://hdl.handle.net/1959.14/126712
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- Title
- Measuring representation
- Related
- Conference of the Australasian Society for Cognitive Science (9th : 2009) (30 September - 2 October 2009 : Sydney)
- Related
- Christensen, Wayne; Schier, Elizabeth and Sutton, John. ASCS09 : proceedings of the 9th Conference of the Australasian Society for Cognitive Science, p.232-237
- DOI
- 10.5096/ASCS200935
- Publisher
- North Ryde, NSW : Macquarie Centre for Cognitive Science
- Date
- 2010
- Author/Creator
- Marstaller, Lars
- Author/Creator
- Hintze, Arend
- Author/Creator
- Adami, Christoph
- Description
- We present a measure of representation in neural networks that we call ‘R’, which is based on information theory. We show how R relates to an analysis of distributed representation, viz. a principal components analysis of activation space. Finally, we argue that R is well suited to measure representation in neural networks.
- Description
- 6 page(s)
- Subject Keyword
- artificial neural networks
- Subject Keyword
- (distributed) representation
- Subject Keyword
- information theory
- Subject Keyword
- principal components analysis
- Subject Keyword
- measure
- Resource Type
- ASCS09 : Proceedings Of The 9th Conference Of The Australasian Society For Cognitive Science
- Resource Type
- conference paper
- Organisation
- Macquarie University. Macquarie Centre for Cognitive Science
- Identifier
- http://hdl.handle.net/1959.14/126712
- Identifier
- ISBN:9780646529189
- Identifier
- mq-rm-2009011696
- Language
- eng
- Rights
- Copyright 2009 by the Australasian Society for Cognitive Science. Publisher version archived with the permission of the Editor, ASCS09 : Proceedings of the 9th Conference of the Australasian Society for Cognitive Science. This copy is available for individual, non-commercial use. Permission to reprint/republish this version for other uses must be obtained from the publisher.
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