Joo-Young Kim,
Bongjin Kim,
Tony Tae-Hyoung Kim
Processing-in-Memory for AI
From Circuits to Systems
Paperback Engels 2023 9783030987831Levertijd ongeveer 9 werkdagen
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Samenvatting
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).
Specificaties
ISBN13:9783030987831
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing
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Inhoudsopgave
<p>Introduction.- Background.- PIM Constraints and Approaches.- SRAM based PIM.- DRAM based PIM.- ReRAM based PIM.- PIM for AI Training.- PIM Systems.- Conclusion.</p>
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