Title :
An FPGA Based TCM Fingerprint Similarity Analyzer
Author :
Shen, Jinhui ; Gong, Zixia ; Song, Juan ; Zhu, Yuelian ; Yang, Fang
Author_Institution :
Biochem. Eng. Coll., Beijing Union Univ., Beijing, China
Abstract :
The TCM (traditional Chinese medicine) fingerprint is a whole express way to show its complicated chemical composition. It is a generally-accepted analysis method of medicine quality. An analysis algorithm of TCM fingerprint and its FPGA (Field programmable gate array) circuit method was discussed in the article. The method is based on Combined GA training BP-NN. With high-speed operation and Parallel Computing, the system is implemented successfully with FPGA which can use in field control. The result proves that this is an efficient and superior method which can be used in medicine´s signal processing.
Keywords :
backpropagation; chemical analysis; field programmable gate arrays; genetic algorithms; medicine; neural nets; parallel architectures; quality control; FPGA based TCM fingerprint similarity analyzer; FPGA circuit method; GA training BP-NN; backpropagation; chemical composition; field programmable gate array; medicine quality analysis method; medicines signal processing; neural networks; parallel computing; traditional Chinese medicine; Algorithm design and analysis; Biomedical imaging; Field programmable gate arrays; Fingerprint recognition; Fingers; Gallium; Training; BP neural network; FPGA; Genetic algorithm; TCM Fingerprint;
Conference_Titel :
Intelligent Systems (GCIS), 2010 Second WRI Global Congress on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-9247-3
DOI :
10.1109/GCIS.2010.37
