Presentation 1994/12/16
Phase-locking of a cochlea model by unsupervised learning
Yusuke Matsuura, Tomofumi Hikage, Takahide Matsuoka,
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Abstract(in English) We have already shown that it is possible to realize phase- locking of a cochlea model by supervised learning.This report presents that we tried to realize phase-locking of a cochlea model by unsupervised leaning,tried to explain the occurrence mechanism of phase-locking,and invstigated the behavior of the output pulse train when we gave complex sounds input to the cochlea model.The purpose of this study is to make clear an occurrence mechanism of pulse trains having frequency information in the peripheral auditory system through these experiments.
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Keyword(in English) unsupervised learning / integral pulse frequency modulation / cochlea model / phase-locking / pulse train
Paper # MBE94-99
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Committee MBE
Conference Date 1994/12/16(1days)
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Registration To ME and Bio Cybernetics (MBE)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Phase-locking of a cochlea model by unsupervised learning
Sub Title (in English)
Keyword(1) unsupervised learning
Keyword(2) integral pulse frequency modulation
Keyword(3) cochlea model
Keyword(4) phase-locking
Keyword(5) pulse train
1st Author's Name Yusuke Matsuura
1st Author's Affiliation Department of Erectrical and Erectronic Engineering,Faculty of Engineering,Utsunomiya University()
2nd Author's Name Tomofumi Hikage
2nd Author's Affiliation Human Interfase Labratories,NTT
3rd Author's Name Takahide Matsuoka
3rd Author's Affiliation Department of Erectrical and Erectronic Engineering,Faculty of Engineering,Utsunomiya University
Date 1994/12/16
Paper # MBE94-99
Volume (vol) vol.94
Number (no) 416
Page pp.pp.-
#Pages 8
Date of Issue