Hardware implementation of an artificial neural network using fieldprogrammable gate arrays (FPGA's) |
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Authors: | Botros N.M. Abdul-Aziz M. |
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Affiliation: | Dept. of Electr. Eng., Southern Illinois Univ., Carbondale, IL; |
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Abstract: | In this paper, the authors present a hardware implementation of a fully digital multilayer perceptron artificial neural network using Xilinx Field Programmable Gate Arrays (FPGAs). Each node is implemented with two XC3042 FPGAs and a 1 K×8 EPROM. Training is done offline on a PC. The authors have tested successfully the performance of the network |
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