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モデルベース深層学習と深層展開

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モデルベース深層学習と深層展開 = Model-based deep learning and Deep unfolding

Call No. (NDL)
M121-M643
Bibliographic ID of National Diet Library
032873461
Material type
図書
Author
和田山正 著
Publisher
森北出版
Publication date
2023.6
Material Format
Paper
Capacity, size, etc.
172p ; 22cm
NDC
007.13
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Detailed bibliographic record

Summary, etc.:

アルゴリズムの性能改善に有効な技術について解説した書。Juliaのコードを紹介しつつ、多数の応用事例までを取り上げる。(Provided by: 出版情報登録センター(JPRO))

Author introduction:

和田山 正 名古屋工業大教授 博(工)(Provided by: 出版情報登録センター(JPRO))

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Table of Contents

  • 第1章 モデルベース深層学習と深層展開

  • 第2章 深層学習の基礎

  • 第3章 反復最適化法と深層展開

  • 第4章 逆問題と深層展開

  • 第5章 モデルベース深層学習・深層展開の研究動向

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Paper

Material Type
図書
ISBN
978-4-627-85731-5
Title Transcription
モデル ベース シンソウ ガクシュウ ト シンソウ テンカイ
Author/Editor
和田山正 著
Author Heading
著者 : 和田山, 正 ワダヤマ, タダシ ( 01205468 )Authorities
Publication, Distribution, etc.
Publication Date
2023.6
Publication Date (W3CDTF)
2023
Extent
172p