Title :
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
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;
Conference_Titel :
Microelectronics, 2004. ICM 2004 Proceedings. The 16th International Conference on
Print_ISBN :
0-7803-8656-6
DOI :
10.1109/ICM.2004.1434722
