Mathematical foundations of deep learning models and algorithms

著者

• Spiliopoulos, Konstantinos
• Sowers, R. B
• Sirignano, Justin

書誌事項

Mathematical foundations of deep learning models and algorithms

Konstantinos Spiliopoulos, Richard B. Sowers, Justin Sirignano

（Graduate studies in mathematics, 252）

American Mathematical Society, [2025]

• : hardcover

注記

Content Type: text (ncrcontent), Media Type: unmediated (ncrmedia), Carrier Type: volume (ncrcarrier)

Includes bibliographical referencess (pages 491-501) and index

詳細情報

• NII書誌ID(NCID): BD14412894
• ISBN:
  • 9781470481087
• LCCN: 2025030859
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: Providence, Rhode Island
• ページ数/冊数: xix, 504 pages
• 大きさ: 27 cm
• 分類:
  • LCC : Q325.73
• 件名:
  • LCSH : Deep learning (Machine learning) -- Mathematical models
  • LCSH : Neural networks (Computer science) -- Mathematical models
  • LCSH : Regression analysis
  • LCSH : Convergence
  • LCSH : Kernel functions
• 親書誌ID:
  • BA20542214