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.
Original language | Undefined |
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Title of host publication | 14th Annual Workshop on Circuits Systems and Signal Processing (ProRISC) |
Place of Publication | Netherlands |
Publisher | STW |
Pages | 517-522 |
Number of pages | 6 |
ISBN (Print) | 90-73461-39-1 |
Publication status | Published - Nov 2003 |
Event | 14th ProRISC Workshop on Circuits, Systems and Signal Processing 2003 - Veldhoven, Netherlands Duration: 25 Nov 2003 → 27 Nov 2003 Conference number: 14 |
Workshop
Workshop | 14th ProRISC Workshop on Circuits, Systems and Signal Processing 2003 |
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Abbreviated title | ProRISC |
Country/Territory | Netherlands |
City | Veldhoven |
Period | 25/11/03 → 27/11/03 |
Keywords
- EWI-9662
- Autonomous systems
- Novelty detection
- Similarity Metric
- HW/SW co-design
- IR-46886
- Field-Programmable Gate-Array
- METIS-216400