DocumentCode
3273496
Title
A comparison of hardware implementation of BP neural network based on NIOS II single-core and multi-core processor
Author
Zhang, Wenjuan ; Dai, Ming ; Zhang, Hongwei
Author_Institution
Changchun Inst. of Opt., Fine Mech. & Phys., Chinese Acad. of Sci., Changchun, China
fYear
2011
fDate
15-17 April 2011
Firstpage
2853
Lastpage
2856
Abstract
The hardware implementation of neural network at present is introduced in this paper. And then implementations of neural network based on NIOS II single-core and multi-core processor are compared. At last the results of two methods are given taking BP network fitting sine curve for example.
Keywords
backpropagation; microprocessor chips; multiprocessing systems; neural nets; BP network fitting sine curve; BP neural network; NIOS II multicore processor; NIOS II single-core processor; Artificial neural networks; Cyclones; Hardware; Multicore processing; Physics; Reduced instruction set computing; SDRAM; BP network; NIOS II; multi-core; sine curve; single-core;
fLanguage
English
Publisher
ieee
Conference_Titel
Electric Information and Control Engineering (ICEICE), 2011 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-8036-4
Type
conf
DOI
10.1109/ICEICE.2011.5777266
Filename
5777266
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