Processing-in-Memory for AI

£54.99

Processing-in-Memory for AI

From Circuits to Systems

Electronics: circuits and components Computer architecture and logic design Machine learning

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Collection: Engineering

Language: English

Published by: Springer

Published on: 9th July 2022

Format: LCP-protected ePub

Size: 32 Mb

ISBN: 9783030987817


Introduction to Processing-in-Memory (PIM) Technology

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.

Challenges and System-Level Requirements

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.

Feasible PIM Solutions

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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