Parallel Fixed Point Implementation of a Radial Basis Function Network in an FPGA

Parallel Fixed Point Implementation of a Radial Basis Function Network in an FPGA

This paper proposes a parallel fixed point radial basis function (RBF) artificial neural network (ANN), implemented in a field programmable gate array (FPGA) trained online with a least mean square (LMS) algorithm. The processing time and occupied area were analyzed for various fixed point formats....

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Bibliographic Details
Main Authors: Alisson C. D. de Souza, Marcelo A. C. Fernandes
Format: Article
Language:English
Published: MDPI AG 2014-09-01
Series:Sensors
Subjects:
artificial neural network
ANN
radial basis function
RBF
FPGA
fixed point
Simulink
system generator
Online Access:http://www.mdpi.com/1424-8220/14/10/18223

Internet

http://www.mdpi.com/1424-8220/14/10/18223

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