Joo-Young Kim,
Bongjin Kim,
Tony Tae-Hyoung Kim
Processing-in-Memory for AI
From Circuits to Systems
Gebonden Engels 2022 9783030987800Levertijd ongeveer 9 werkdagen
Gratis verzonden
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
ISBN13:9783030987800
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer International Publishing
Lezersrecensies
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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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