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Processing-in-memory for AIfrom circuits to systems /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Processing-in-memory for AIedited by Joo-Young Kim, Bongjin Kim, Tony Tae-Hyoung Kim.
其他題名:	from circuits to systems /
其他作者:	Kim, Joo-Young.
出版者:	Cham :Springer International Publishing :2023.
面頁冊數:	v, 165 p. :ill. (chiefly color), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Memory management (Computer science)
電子資源:	https://doi.org/10.1007/978-3-030-98781-7
ISBN:	9783030987817$q(electronic bk.)

Processing-in-memory for AIfrom circuits to systems /
Processing-in-memory for AIfrom circuits to systems /[electronic resource] :edited by Joo-Young Kim, Bongjin Kim, Tony Tae-Hyoung Kim. - Cham :Springer International Publishing :2023. - v, 165 p. :ill. (chiefly color), digital ;24 cm.

Introduction -- Background -- PIM Constraints and Approaches -- SRAM based PIM -- DRAM based PIM -- ReRAM based PIM -- PIM for AI Training -- PIM Systems -- Conclusion.

This book provides a comprehensive introduction to processing-in-memory (PIM) technology, from its architectures to circuits implementations on multiple memory types and describes how it can be a viable computer architecture in the era of AI and big data. The authors summarize the challenges of AI hardware systems, processing-in-memory (PIM) constraints and approaches to derive system-level requirements for a practical and feasible PIM solution. The presentation focuses on feasible PIM solutions that can be implemented and used in real systems, including architectures, circuits, and implementation cases for each major memory type (SRAM, DRAM, and ReRAM) Provides first book that describes the processing-in-memory (PIM) technology thoroughly from architectures to circuits; Describes architectures, circuits, and implementation cases for each major memory type (SRAM, DRAM, and ReRAM); Focuses on feasible PIM solutions that can be implemented and used in real systems.

ISBN: 9783030987817$q(electronic bk.)

Standard No.: 10.1007/978-3-030-98781-7doiSubjects--Topical Terms:

189595
Memory management (Computer science)

LC Class. No.: TK7895.M4

Dewey Class. No.: 004.5

Processing-in-memory for AIfrom circuits to systems /
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