Behavior Modeling by Neural Networks
(2009) 19th International Conference on Artificial Neural Networks (ICANN 2009) 5768. p.439-448- Abstract
- Modeling of human and animal behavior is of interest for a number of diagnostic purposes. Convolutional neural networks offer a constructive approach allowing learning on a limited number of examples. Chaotic tendencies make that learning is not always successful. The paper looks into a number of applications to find the reason for this anomaly and identifies the need for behavioral references to provide determinism in the diagnostic model.
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/1586395
- author
- Spaanenburg, Lambert LU ; Tehrani, Mona Akbarniai ; Kleihorst, Richard and Meijer, Peter B. L.
- organization
- publishing date
- 2009
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- keywords
- Sinai billiard system, 3-tier architecture, collision avoidance, Behavioral modeling, convolutional neural network
- host publication
- Artificial Neural Networks - ICANN 2009, Pt I (Lecture Notes in Computer Science)
- volume
- 5768
- pages
- 439 - 448
- publisher
- Springer
- conference name
- 19th International Conference on Artificial Neural Networks (ICANN 2009)
- conference location
- Limmassol, Cyprus
- conference dates
- 2009-09-14 - 2009-09-17
- external identifiers
-
- wos:000275896600046
- scopus:70350592043
- ISSN
- 0302-9743
- 1611-3349
- ISBN
- 978-3-642-04273-7
- DOI
- 10.1007/978-3-642-04274-4_46
- language
- English
- LU publication?
- yes
- id
- ec54a61c-6c8b-449b-9a2d-df9a1b78f203 (old id 1586395)
- date added to LUP
- 2016-04-01 11:42:44
- date last changed
- 2024-01-07 17:37:54
@inproceedings{ec54a61c-6c8b-449b-9a2d-df9a1b78f203, abstract = {{Modeling of human and animal behavior is of interest for a number of diagnostic purposes. Convolutional neural networks offer a constructive approach allowing learning on a limited number of examples. Chaotic tendencies make that learning is not always successful. The paper looks into a number of applications to find the reason for this anomaly and identifies the need for behavioral references to provide determinism in the diagnostic model.}}, author = {{Spaanenburg, Lambert and Tehrani, Mona Akbarniai and Kleihorst, Richard and Meijer, Peter B. L.}}, booktitle = {{Artificial Neural Networks - ICANN 2009, Pt I (Lecture Notes in Computer Science)}}, isbn = {{978-3-642-04273-7}}, issn = {{0302-9743}}, keywords = {{Sinai billiard system; 3-tier architecture; collision avoidance; Behavioral modeling; convolutional neural network}}, language = {{eng}}, pages = {{439--448}}, publisher = {{Springer}}, title = {{Behavior Modeling by Neural Networks}}, url = {{http://dx.doi.org/10.1007/978-3-642-04274-4_46}}, doi = {{10.1007/978-3-642-04274-4_46}}, volume = {{5768}}, year = {{2009}}, }