Reservoir computing : theory, physical implementations, and applications

• Material Type: 図書
• ISBN: 9789811316869; 9789811316876 (electronic bk.); 9811316872 (electronic bk.); 9811316864
• ISSN (series): 1619-7127
• Title: Reservoir computing : theory, physical implementations, and applications
• Author/Editor: Kohei Nakajima, Ingo Fischer, editors
• Series Title: Natural computing series
• Title Heading: Natural computing series. 1619-7127
• Author Heading: Nakajima, Kohei [中嶋浩平]; Fischer, Ingo
• Publication, Distribution, etc.: Singapore : Springer (出版)
• Publication Date: [2021]; 著作権日付 : ©2021
• Publication Date (W3CDTF): 2021
• Extent: xix, 458 pages
• Other physical details: illustrations (chiefly color)
• Size: 25 cm
• Place of Publication (Country Code): SG
• Text Language Code: eng
• Content Type: text
• Media Type: unmediated
• Carrier Type: volume
• Subject Heading: Neural networks (Computer science); Machine learning; Machine learning.
• LCC: QA76.87
• DDC: 006.3/2
• NDLC: M121
• Target Audience: 一般
• Note (Bibliography): Includes bibliographical references
• Collection (particular): 日本関係外国語図書
• Holding library: 国立国会図書館
• Call No.: M121-D43
• Related Material (DOI): 10.1007/978-981-13-1687-6
• Data Provider (Database): 国立国会図書館 : 国立国会図書館蔵書; https://ndlsearch.ndl.go.jp
• Bibliographic ID (NDL): 029470162; http://id.ndl.go.jp/bib/029470162
• Cataloging Rule: RDA
• Bibliographic Record Category (NDL): 211

• Contents: Part I. Fundamental aspects and new developments in reservoir computing. The cerebral cortex : a delay-coupled recurrent oscillator network?Cortico-st...
• Summary, etc.: This book is the first comprehensive book about reservoir computing (RC). RC is a powerful and broadly applicable computational framework based on rec...