Digital hardware implementation of a neural network used for classification

Author

Faiedh, Hassène ; Gafsi, Zièd ; Torki, Kholdoun ; Besbes, Kamel

Author_Institution

Fac. des. Sci. de Monastir, Lab. de Microelectron. et Instrum., Monastir, Tunisia

fYear

2004

fDate

6-8 Dec. 2004

Firstpage

551

Lastpage

554

Abstract

In this paper, we propose a fully digital hardware implementation of neural networks. We describe the functioning of a digital artificial neuron and we propose a general architecture of a generic neural network. An example of a static neural network is given to show the efficiency of the implementation.

Keywords

CMOS digital integrated circuits; integrated circuit layout; neural chips; neural net architecture; CMOS digital integrated circuits; digital artificial neuron; digital hardware implementation; generic neural network architecture; integrated circuit layout; static neural network; Neural network hardware; Neural networks;

fLanguage

English

Publisher

ieee

Conference_Titel

Microelectronics, 2004. ICM 2004 Proceedings. The 16th International Conference on

Print_ISBN

0-7803-8656-6

Type

conf

DOI

10.1109/ICM.2004.1434722

Filename

1434722

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3257394