Research Article
Implementation of Multilayer Feed Forward Neural Network using VHDL
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 155 - Issue 1 |
| Published: Dec 2016 |
| Authors: Amitkumar B. Khonde, Yogesh Sharma, Sanjay Badjate |
10.5120/ijca2016912111
|
Amitkumar B. Khonde, Yogesh Sharma, Sanjay Badjate . Implementation of Multilayer Feed Forward Neural Network using VHDL. International Journal of Computer Applications. 155, 1 (Dec 2016), 31-33. DOI=10.5120/ijca2016912111
@article{ 10.5120/ijca2016912111,
author = { Amitkumar B. Khonde,Yogesh Sharma,Sanjay Badjate },
title = { Implementation of Multilayer Feed Forward Neural Network using VHDL },
journal = { International Journal of Computer Applications },
year = { 2016 },
volume = { 155 },
number = { 1 },
pages = { 31-33 },
doi = { 10.5120/ijca2016912111 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2016
%A Amitkumar B. Khonde
%A Yogesh Sharma
%A Sanjay Badjate
%T Implementation of Multilayer Feed Forward Neural Network using VHDL%T
%J International Journal of Computer Applications
%V 155
%N 1
%P 31-33
%R 10.5120/ijca2016912111
%I Foundation of Computer Science (FCS), NY, USA
Abstract
In this paper a hardware implementation of a neural network NN using Field Programmable Gate Arrays (FPGA) is presented. A digital system architecture is designed to realize a feed forward multilayer neural network. The designed architecture is described using Very High Speed Integrated Circuits Hardware Description Language (VHDL) and implemented in an FPGA chip. The design is verified on an FPGA demo board Xilinx Spartan.
References
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