Title :
Neural networks FPGA controller for reconfigurable antennas
Author :
Zuraiqi, E.A. ; Joler, M. ; Christodoulou, C.G.
Author_Institution :
ECE Dept., Univ. of New Mexico, Albuquerque, NM, USA
Abstract :
In this paper, a neural network (NN) field programmable gate array (FPGA) controller is designed. NN-FPGA controller implies building of a cost efficient neural network by using customizable blocks designed in the Simulink and Xilinx System Generator. Network parameters are mapped into a hardware structure that improves the performance and the efficiency.
Keywords :
field programmable gate arrays; neural nets; NN-FPGA controller; Simulink; Xilinx system generator; hardware structure mapping; neural network field programmable gate array controller; reconfigurable antennas; Antenna radiation patterns; Arrays; Artificial neural networks; Field programmable gate arrays; Generators; Hardware; Neurons;
Conference_Titel :
Antennas and Propagation Society International Symposium (APSURSI), 2010 IEEE
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4244-4967-5
DOI :
10.1109/APS.2010.5561011
