It takes a winner to take his share
(2003) 14th ProRISC Workshop on Circuits, Systems and Signal Processing, 2003 p.517-522- Abstract
- Novelty detection is based on the creation of a space with similarity metric. It is discussed that the design of a neural detector is a compromise between promptness, universatility, robustness and sensitivity. The feed-forward topology is chosen from three alternatives for its ability to design that compromise by applying structural redundancy. A generic FPGA implementation supports the use in adaptive intelligent systems.
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/603856
- author
- Malki, Suleyman LU ; Spaanenburg, Lambert LU and vanderZwaag, B J
- organization
- publishing date
- 2003
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- keywords
- Autonomous systems, Field-Programmable Gate-Array, Novelty detection, HW/SW Co-design, Similarity metric
- host publication
- Proceedings ProRisc?03
- pages
- 517 - 522
- conference name
- 14th ProRISC Workshop on Circuits, Systems and Signal Processing, 2003
- conference location
- Veldhoven, Netherlands
- conference dates
- 2003-11-26 - 2003-11-27
- ISBN
- 90-73461-39-1
- language
- English
- LU publication?
- yes
- id
- ab8477c4-0018-499c-a810-86986b3a15d1 (old id 603856)
- date added to LUP
- 2016-04-04 14:22:45
- date last changed
- 2018-11-21 21:19:59
@inproceedings{ab8477c4-0018-499c-a810-86986b3a15d1, abstract = {{Novelty detection is based on the creation of a space with similarity metric. It is discussed that the design of a neural detector is a compromise between promptness, universatility, robustness and sensitivity. The feed-forward topology is chosen from three alternatives for its ability to design that compromise by applying structural redundancy. A generic FPGA implementation supports the use in adaptive intelligent systems.}}, author = {{Malki, Suleyman and Spaanenburg, Lambert and vanderZwaag, B J}}, booktitle = {{Proceedings ProRisc?03}}, isbn = {{90-73461-39-1}}, keywords = {{Autonomous systems; Field-Programmable Gate-Array; Novelty detection; HW/SW Co-design; Similarity metric}}, language = {{eng}}, pages = {{517--522}}, title = {{It takes a winner to take his share}}, year = {{2003}}, }