@article{ART001083151},
author={BongWha Hong and 주해종},
title={Design and Implementation of the Digital Neuron Processor for the real time object recognition in the making Automatic system},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2007},
volume={12},
number={3},
pages={37-50}
TY - JOUR
AU - BongWha Hong
AU - 주해종
TI - Design and Implementation of the Digital Neuron Processor for the real time object recognition in the making Automatic system
JO - Journal of The Korea Society of Computer and Information
PY - 2007
VL - 12
IS - 3
PB - The Korean Society Of Computer And Information
SP - 37
EP - 50
SN - 1598-849X
AB - In this paper, we designed and implementation of the high speed neuron processor for real time object recognition in the making automatic system. and we designed of the PE(Processing Element) used residue number system without carry propagation for the high speed operation. Consisting of MAC(Multiplication and Accumulation) operator using residue number system and sigmoid function operator unit using MRC(Mixed Radix conversion) is designed. The designed circuits are descript by C language and VHDL(Very High Speed Integrated Circuit Hardware Description Language) and synthesized by compass tools and finally, the designed processor is fabricated in 0.8μm CMOS process. we designed of MAC operation unit and sigmoid proceeding unit are proved that it could run time 0.6nsec on the simulation and improved to the speed of the three times and decreased to hardware size about 50%, each order. The designed neuron processor can be implemented of the object recognition in making automatic system with desired real time processing.
KW - 신경회로망(Neural Network);역전파 알고리즘(Back propagation Algorism);잉여수체계(Residue Number System);혼합기수변환(Mixed Radix Conversion);MAC(Multiplication and Accumulation)
DO -
UR -
ER -
BongWha Hong and 주해종. (2007). Design and Implementation of the Digital Neuron Processor for the real time object recognition in the making Automatic system. Journal of The Korea Society of Computer and Information, 12(3), 37-50.
BongWha Hong and 주해종. 2007, "Design and Implementation of the Digital Neuron Processor for the real time object recognition in the making Automatic system", Journal of The Korea Society of Computer and Information, vol.12, no.3 pp.37-50.
BongWha Hong, 주해종 "Design and Implementation of the Digital Neuron Processor for the real time object recognition in the making Automatic system" Journal of The Korea Society of Computer and Information 12.3 pp.37-50 (2007) : 37.
BongWha Hong, 주해종. Design and Implementation of the Digital Neuron Processor for the real time object recognition in the making Automatic system. 2007; 12(3), 37-50.
BongWha Hong and 주해종. "Design and Implementation of the Digital Neuron Processor for the real time object recognition in the making Automatic system" Journal of The Korea Society of Computer and Information 12, no.3 (2007) : 37-50.
BongWha Hong; 주해종. Design and Implementation of the Digital Neuron Processor for the real time object recognition in the making Automatic system. Journal of The Korea Society of Computer and Information, 12(3), 37-50.
BongWha Hong; 주해종. Design and Implementation of the Digital Neuron Processor for the real time object recognition in the making Automatic system. Journal of The Korea Society of Computer and Information. 2007; 12(3) 37-50.
BongWha Hong, 주해종. Design and Implementation of the Digital Neuron Processor for the real time object recognition in the making Automatic system. 2007; 12(3), 37-50.
BongWha Hong and 주해종. "Design and Implementation of the Digital Neuron Processor for the real time object recognition in the making Automatic system" Journal of The Korea Society of Computer and Information 12, no.3 (2007) : 37-50.
