Presentation 1998/2/5
Hierarchical Bayesian Deconvolution : Estimation of GaN Radiation/Relaxation Dynamics
T SATOH, E OKADA, A MATSUI, T MATSUMOTO,
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Abstract(in English) When a strong laser is projected onto a semiconductor material, photoluminescence is observed. This process is important to understand opto-electronic properties of semiconductor material. A class of deconvolution problems with positivity constraints is formulated in terms of a hierarchical Bayes framework. The proposed algorithm is applied to estimation of photoluminescence dynamics structure which is becoming extremely popular for its blue laser emission.
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Keyword(in English) Deconvolution / Positivity / Bayesian Inference
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Committee NC
Conference Date 1998/2/5(1days)
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Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
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Title (in English) Hierarchical Bayesian Deconvolution : Estimation of GaN Radiation/Relaxation Dynamics
Sub Title (in English)
Keyword(1) Deconvolution
Keyword(2) Positivity
Keyword(3) Bayesian Inference
1st Author's Name T SATOH
1st Author's Affiliation Department of Electrical, Electronics and Computer Engineering, Waseds Universuty()
2nd Author's Name E OKADA
2nd Author's Affiliation Department of Electrical, Electronics and Computer Engineering, Waseds Universuty
3rd Author's Name A MATSUI
3rd Author's Affiliation Department of Electrical, Electronics and Computer Engineering, Waseds Universuty
4th Author's Name T MATSUMOTO
4th Author's Affiliation Department of Electrical, Electronics and Computer Engineering, Waseds Universuty
Date 1998/2/5
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Volume (vol) vol.97
Number (no) 532
Page pp.pp.-
#Pages 8
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