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An analogue current-mode hardware design proposal for preprocessing layers in ART-based neural-networks

 
: Lopez Alcantud, J.-A.; Diaz-Madrid, J.-A.; Hauer, H.; Ruiz-Merino, R.

:

Mira, J.:
7th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2003. Proceedings. Vol.2: Artificial neural nets problem solving methods : Maó, Menorca, Spain, June 3 - 6, 2003
Berlin: Springer, 2003 (Lecture Notes in Computer Science 2687)
ISBN: 3-540-40211-X
ISSN: 0302-9743
pp.97-104
International Work Conference on Artificial and Natural Neural Networks (IWANN) <7, 2003, Maó, Menorca>
English
Conference Paper
Fraunhofer IIS ()

Abstract
In this paper, a mixed-signal current-mode chip is imple- mented using commercial 0.35 pm technology. It performs the preprocessing task done by the first neurons layers in ART-based neural networks. Post layout simulations show an acceptable linearity error for such neural systems. The input signal swings from 20 to 50 microampere. The circuit operates at a supply voltage of 3.3 V with 200 kHz bandwidth.

: http://publica.fraunhofer.de/documents/N-37253.html