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AI Computing Systems

An Application Driven Perspective

Autorzy: Yunji Chen, Ling Li, Wei Li, Qi Guo, Zidong Du, Zichen Xu Wydawnictwo: Elsevier Science Data wydania: 2022 Język publikacji: Angielski Liczba stron: 600 Formaty publikacji: EAN: 9780323953986 ISBN: 9780323953986 Kategoria: Expert systems / knowledge-based systems Indeks wydawcy: C2021-0-02950-3 Nota bibliograficzna: Zichen Xu received his Ph.D. degree from the Ohio State University. He is a full professor and the vice dean, School of Mathematics and Computer Science, the Nanchang University, China. His research spans in the area of data-conscious complex system and architecture, including performance analysis, system optimization, energy-aware architecture, and database system design/implementation. He is an IEEE senior member and ACM member.

Opis

AI Computing Systems: An Application Driven Perspective adopts the principle of "application-driven, full-stack penetration" and uses the specific intelligent application of "image style migration" to provide students with a sound starting place to learn. This approach enables readers to obtain a full view of the AI computing system. A complete intelligent computing system involves many aspects such as processing chip, system structure, programming environment, software, etc., making it a difficult topic to master in a short time.

  • Provides an in-depth analysis of the underlying principles behind the use of knowledge in intelligent computing systems
  • Centers around application-driven and full-stack penetration, focusing on the knowledge required to complete this application at all levels of the software and hardware technology stack
  • Supporting experimental tutorials covering key knowledge points in each chapter provide practical guidance and formalization tools for developing a simple AI computing system

Afiljacja autora

Yunji Chen: Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China
Ling Li: Institute of Software, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing, China
Zidong Du: State Key Lab of Processors, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China
Zichen Xu: School of Mathematics and Computer Science, The Nanchang University, Nanchang, China