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
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;
Conference_Titel :
Electric Information and Control Engineering (ICEICE), 2011 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-8036-4
DOI :
10.1109/ICEICE.2011.5777266
