DocumentCode
393852
Title
A compressed implementation of neural network with finite physical quantities on FPGAs
Author
Sotohebo, Takashi ; Watanabe, Minoru ; Kobayashi, Fuminori
Author_Institution
Kyushu Inst. of Technol., Japan
Volume
3
fYear
2002
fDate
5-7 Aug. 2002
Firstpage
1861
Abstract
This paper presents the implementation of a multilayer neural network with finite physical quantities on a FPGA. The FPGA implementation extensively reduces much computer time for the neural network that requires iterative operation to exchange the physical quantities between neurons little by little.
Keywords
field programmable gate arrays; neural nets; self-organising feature maps; FPGAs; compressed implementation; finite physical quantities; iterative operation; neural network; Circuits; Computer networks; Digital images; Equations; Field programmable gate arrays; Iterative algorithms; Multi-layer neural network; Neural networks; Neurons; Physics computing;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE 2002. Proceedings of the 41st SICE Annual Conference
Print_ISBN
0-7803-7631-5
Type
conf
DOI
10.1109/SICE.2002.1196606
Filename
1196606
Link To Document