Details

Autor(en) / Beteiligte

• Kim, Joo-Young
• Kim, Bongjin
• Kim, Tony Tae-Hyoung

Titel

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

Auflage

1

Ort / Verlag

Cham: Springer International Publishing AG

Erscheinungsjahr

2022

Link zum Volltext

Quelle

Alma/SFX Local Collection

Beschreibungen/Notizen

• 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).