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Processing-In-Memory for AI: From Circuits to Systems

Processing-In-Memory for AI: From Circuits to Systems

Paperback

Technology & EngineeringGeneral Computers

ISBN10: 3030987833
ISBN13: 9783030987831
Publisher: Springer Nature
Published: Jul 10 2023
Pages: 165
Weight: 0.56
Height: 0.38 Width: 6.14 Depth: 9.21
Language: English
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).

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Kim, Joo-Young

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Technology & Engineering