Title :
Pulse-based learning for object identification using ultrasound
Author :
Nonaka, Hidetoshi ; Kurihara, Musahito
Author_Institution :
Hokkaido Univ., Sapporo, Japan
Abstract :
We propose a 3-D object identification system with ultrasound, combining an ultrasonic phase measuring method with pulse neural network. The presented system was revised in hardware configuration and learning method from our previous system. As the result, the performance of identification and range of measurement are improved.
Keywords :
object recognition; ultrasonic measurement; hardware configuration; identification; learning method; object identification; pulse neural network; ultrasonic phase measuring; ultrasound; Counting circuits; Hardware; Image sensors; Neural networks; Phase measurement; Pulse measurements; Sensor systems; Transmitters; Ultrasonic imaging; Ultrasonic variables measurement;
Conference_Titel :
Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
Print_ISBN :
981-04-7524-1
DOI :
10.1109/ICONIP.2002.1199041
