Presentation 2007-07-25
Some properties of Quaternion Neural Network
Eiji Yoshida, Seiichi Mita,
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Abstract(in English) In this paper, we deal with a comparison of the quaternion neural network and the real neural network. In particular, we make two experiments. One experiment is the number recognition and the other is face recognition. In these experiments, the quaternion neural network has some interesting properties such that the real neural network does not have.
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Keyword(in English) quaternion / neural network / back propagation / performance test
Paper # NC2007-32
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Committee NC
Conference Date 2007/7/17(1days)
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Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
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Title (in English) Some properties of Quaternion Neural Network
Sub Title (in English)
Keyword(1) quaternion
Keyword(2) neural network
Keyword(3) back propagation
Keyword(4) performance test
1st Author's Name Eiji Yoshida
1st Author's Affiliation Toyota Technological Institute()
2nd Author's Name Seiichi Mita
2nd Author's Affiliation Toyota Technological Institute
Date 2007-07-25
Paper # NC2007-32
Volume (vol) vol.107
Number (no) 157
Page pp.pp.-
#Pages 6
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