Összesen 1 találat.


001-es BibID:BIBFORM048757
Első szerző:Oniga István László (villamosmérnök)
Cím:Application Possibilities of Hardware Implemented Hybrid Neural Networks to Support Independent Life of Elderly People / Stefan Oniga, Petrica Pop-Sitar
Megjegyzések:Technical University of Cluj-Napoca, North University Center Baia Mare
With the explosion of new information and communication technologies and new devices, these offer increased opportunities to support everyday life but also have increased the requirements on the expected properties such as adaptability to user needs, behavior and particularities. These requirements are even more needed if the user is elderly, disabled or children. Properties like adaptability or learning capability, self-organization can be ensured by using interfaces that copies biological behavior. Thus, uses of Hybrid Artificial Intelligent Systems can represent key solution for obtaining adaptive interfaces and systems. Modeling such complex systems is some time to computational intensive that's why we have proposed the use of hardware implemented neural networks. Using Field Programmable Gate Arrays (FPGA) for hardware implementation allows parallel implementation of neurons increasing the processing speed. This paper aims to present the method developed by the authors for implementing artificial neural networks, the results obtained and the possibility of use in some applications experimented by the authors support independent life of elderly people.
Tárgyszavak:Műszaki tudományok Informatikai tudományok könyvfejezet
hybrid neural networks
adaptive systems
hand position recognition
Megjelenés:Hybrid Artificial Intelligent Systems : 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013. Proceedings / ed. Jeng-Shyang Pan, Marios M. Polycarpou, Michał Woźniak, André C. P. L. F. de Carvalho, Héctor Quintián, Emilio Corchado. - p. 520-529. -
További szerzők:Pop-Sitar, Petrica
Internet cím:Szerző által megadott URL
Intézményi repozitóriumban (DEA) tárolt változat
Rekordok letöltése1