Title :
Architecture research and hardware implementation on simplified neural computing system for face identification
Author :
Jian, Xu ; Weijun, Li ; Yanfeng, Qu ; Hong, Qin ; Shoujue, Wang
Author_Institution :
Inst. of Semicond., Chinese Acad. of Sci., Beijing, China
Abstract :
This paper describes a special-purpose neural computing system for face identification. The system architecture and hardware implementation are introduced in detail. An algorithm based on biomimetic pattern recognition has been embedded. For the total 1200 tests for face identification, the false rejection rate is 3.7% and the false acceptance rate is 0.7%.
Keywords :
biomimetics; face recognition; neural nets; biomimetic pattern recognition; face identification; false acceptance rate; false rejection rate; neural computing system; Artificial neural networks; Circuits; Computational modeling; Computer architecture; Computer networks; Concurrent computing; Hardware; Laboratories; Neurons; Testing;
Conference_Titel :
Neural Networks, 2003. Proceedings of the International Joint Conference on
Print_ISBN :
0-7803-7898-9
DOI :
10.1109/IJCNN.2003.1223818
