DocumentCode :
1686977
Title :
An analog array processor hardware realization with multiple new features
Author :
Paasio, A. ; Laiho, M. ; Kananen, A. ; Halonen, K.
Author_Institution :
Electron. Circuit Design Lab., Helsinki Univ. of Technol., Finland
Volume :
2
fYear :
2002
fDate :
6/24/1905 12:00:00 AM
Firstpage :
1952
Lastpage :
1955
Abstract :
This paper describes functionalities which will soon be available in an analog array processor. By developing dedicated calculation cores for different types of applications, the processor size can be kept small and therefore the achieved resolution is relatively high. The available features include weighted ranked order filtering, gray scale mathematical morphology, second neighbor direct interaction and different plasticity options for templates, where the previous results of the processing define the weights in the future steps. A linear filter capable of low pass filtering is also included. The resulting processing unit is viewed at block level and the characteristics of functional blocks are assessed in terms of estimations of power consumption, evaluation time, die area and accuracy
Keywords :
cellular neural nets; image processing; low-pass filters; mathematical morphology; parallel processing; accuracy; analog array processor; dedicated calculation cores; die area; evaluation time; functional blocks; gray scale mathematical morphology; linear filter; low pass filtering; plasticity options; power consumption; resolution; second neighbor direct interaction; templates; weighted ranked order filtering; Cellular networks; Cellular neural networks; Electronic circuits; Energy consumption; Filtering; Hardware; Laboratories; Low pass filters; Morphology; Nonlinear filters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
Conference_Location :
Honolulu, HI
ISSN :
1098-7576
Print_ISBN :
0-7803-7278-6
Type :
conf
DOI :
10.1109/IJCNN.2002.1007818
Filename :
1007818
Link To Document :
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