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 | English |
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Title of host publication | Proceedings ProRisc?03 |
Pages | 517-522 |
Publication status | Published - 2003 |
Event | 14th ProRISC Workshop on Circuits, Systems and Signal Processing, 2003 - Veldhoven, The Netherlands, Veldhoven, Netherlands Duration: 2003 Nov 26 → 2003 Nov 27 |
Conference
Conference | 14th ProRISC Workshop on Circuits, Systems and Signal Processing, 2003 |
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Country/Territory | Netherlands |
City | Veldhoven |
Period | 2003/11/26 → 2003/11/27 |
Subject classification (UKÄ)
- Electrical Engineering, Electronic Engineering, Information Engineering
Free keywords
- Autonomous systems
- Field-Programmable Gate-Array
- Novelty detection
- HW/SW Co-design
- Similarity metric