IN-/NEAR-MEMORY COMPUTING
by DAICHI FUJIKI;XIAOWEI WANG;ARUN SUBRAMANIYAN;REETU
Title Statements
- Full title :IN-/NEAR-MEMORY COMPUTING
Edition Statements
- Publication Date:2021.
Publication Statements
- Publisher(s):MORGAN & CLAYPOOL PUBLISH
- Place of Publication:S.l
- Language:eng
- Publication Date:2021.
The Physical Object
- Description:1 online resource
Edition Identifiers
- ISBN:1636391877, 9781636391878
- oclc:on1264715555
Table of Contents
Intro -- Preface -- Acknowledgments -- Introduction -- Technology Basics and Taxonomy -- In vs. Near Memory -- Processing in Memory and Near Memory Computing -- In-Memory Computing -- Comparison of In and Near Memory Computing -- Discrete Accelerators vs. Integrated In-Memory Hierarchy -- Computing with DRAMs -- History, Older Architectures, and Technology Evolution -- 3D Stacked DRAM and 3D NMP Architectures -- 3D Stacked DRAM -- Near-Memory Processing on 3D DRAM -- Commercial Near-DRAM Computing Chips -- In-DRAM Computing and Charge Sharing Techniques -- DRAM Read Sequence and Triple Row Activation -- Addressing the Challenges of Charge Sharing Techniques -- Discussion -- Computing with SRAMs -- SRAM Basics and Cache Geometry -- Digital Computing Approaches -- Analog and Digital Mixed-Signal Approaches -- Discussion -- Near-SRAM Computing -- Computing with Non-Volatile Memories -- Computing with Memristors -- Challenges in Using Memristors -- ReRAM-Based In-Memory Computing -- Flash and Other Memory Technologies -- Flash Memories -- STT-MRAM -- PCM -- Domain-Specific Accelerators -- Machine Learning -- Accelerating ML with Non-Volatile Memories -- Accelerating ML with In-SRAM Co…
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