Presentation 2009-05-25
An Implementation of Artificial Neural Network on FPGA by VHDL : Design Pattern Recognition Device
Tadatoshi NAGAO, Ikutaro MIZUKAMI, Tatsuya HONDA, Tomohiro FUJITA, Minoru MOTOKI, Kazunori MATSUO, Hidenori OHYAMA, Hiroyasu YAMAMOTO, Norihiro KUROKAWA,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) On software, Neural Network can't show its true ability. So, we try speedup it by hardware. At this time, we studied about how to hardware Neural Network. To realize Neural Network on digital method, we've contrived to decline its circuit scale. We verified behavior of the Neural Network which has pattern recognition ability, and we showed that it has generalization ability.
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Keyword(in English) digital neuro device / pattern recognition / FPGA
Paper # NC2009-1
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Conference Information
Committee NC
Conference Date 2009/5/18(1days)
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Paper Information
Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) An Implementation of Artificial Neural Network on FPGA by VHDL : Design Pattern Recognition Device
Sub Title (in English)
Keyword(1) digital neuro device
Keyword(2) pattern recognition
Keyword(3) FPGA
1st Author's Name Tadatoshi NAGAO
1st Author's Affiliation Kumamoto National College of Technology()
2nd Author's Name Ikutaro MIZUKAMI
2nd Author's Affiliation Kumamoto National College of Technology
3rd Author's Name Tatsuya HONDA
3rd Author's Affiliation Kumamoto National College of Technology
4th Author's Name Tomohiro FUJITA
4th Author's Affiliation Kumamoto National College of Technology
5th Author's Name Minoru MOTOKI
5th Author's Affiliation Kumamoto National College of Technology
6th Author's Name Kazunori MATSUO
6th Author's Affiliation Kumamoto National College of Technology
7th Author's Name Hidenori OHYAMA
7th Author's Affiliation Kumamoto National College of Technology
8th Author's Name Hiroyasu YAMAMOTO
8th Author's Affiliation TECHNO DESIGN
9th Author's Name Norihiro KUROKAWA
9th Author's Affiliation TECHNO DESIGN
Date 2009-05-25
Paper # NC2009-1
Volume (vol) vol.109
Number (no) 53
Page pp.pp.-
#Pages 6
Date of Issue