DocumentCode :
3569218
Title :
Development support software of cell array processor and its neural network application
Author :
Akita, Noriko ; Hatano, Fumihiro ; Komoku, Kiyotaka ; Morishita, Takayuki ; Teramoto, Iwao
Author_Institution :
Comput. Sci. & Syst. Technol., Okayama Prefectural Univ., Japan
Volume :
4
fYear :
1999
fDate :
6/21/1905 12:00:00 AM
Firstpage :
2452
Abstract :
Examines the set of the machine instruction of the cell array processor. A programming tool is developed to describe the machine instruction easily and the usage of this processor is described. Backpropagation is used as the example of the program. Because that the model could be efficiently computed with six kinds of pipelines, six kinds of the pipelines are described with the circuit and it translates them into the machine instruction automatically. As a result, it is possible for all pipelines to be programmed on the cell array processor and it is possible to execute at very high speed. The program, which the pipelined parallel execution of the neural network calculation on the reconfigurable processor is easily described in, is shown for the first time
Keywords :
backpropagation; instruction sets; neural nets; pipeline processing; reconfigurable architectures; software tools; cell array processor; development support software; machine instruction; pipelines; programming tool; reconfigurable processor; Application software; Arithmetic; Circuits; Computer architecture; Concurrent computing; Information processing; Logic arrays; Neural networks; Pipeline processing; Principal component analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks, 1999. IJCNN '99. International Joint Conference on
ISSN :
1098-7576
Print_ISBN :
0-7803-5529-6
Type :
conf
DOI :
10.1109/IJCNN.1999.833455
Filename :
833455
Link To Document :
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