Building adaptive systems - A component based approach to building neural networks
2005 (English)In: ITI 2005: Proceedings of the 27th International Conference on Information Technology Interfaces / [ed] Luzar, VL; Dobric, VH, 2005, 387-392 p.Conference paper (Refereed)
Adaptive systems based on neural-networks have abilities to efficiently recognise, classify or model data which can be used in interaction with different environments. Still such systems are not widely used in industrial and commercial applications due to the difficulties in their implementations and lack of usable tools for their development. In this paper we present a Rapid Application Development (R, 4 D) environment which enables easy construction, training and deployment of adaptive system. Due to its component-based concept the tool can be used for building different types of adaptive components and systems without requiring expertise of neural networks.
Place, publisher, year, edition, pages
2005. 387-392 p.
adaptive systems, neural networks, development environment
Computer and Information Science
IdentifiersURN: urn:nbn:se:kth:diva-42794ISI: 000234448300059ScopusID: 2-s2.0-33745284280ISBN: 953-7138-02-XOAI: oai:DiVA.org:kth-42794DiVA: diva2:447679
27th International Conference on InformationTechnology Interfaces Location: Cavtat, CROATIA Date: JUN 20-23, 2005
QC 201110132011-10-132011-10-122011-10-13Bibliographically approved