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A Survey of Neuromorphic Computing-in-Memory: Architectures, Simulators, and Security

Lookup NU author(s): Dr Farhad Merchant

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Abstract

This work is a survey of neuromorphic computing-in-memory. Unlike existing surveys that focus on hardware or application-level perspectives, the authors elaborate on architectures, simulators, and security from a system point of view. At the end of the article, the authors highlight the challenges in neuromorphic computing-in-memory and raise a few open questions for future research in this field.

Publication metadata

Author(s): Staudigl F, Merchant F, Leupers R

Publication type: Article

Publication status: Published

Journal: IEEE Design & Test

Year: 2022

Volume: 39

Issue: 2

Pages: 90-99

Print publication date: 01/04/2022

Online publication date: 03/08/2021

Acceptance date: 02/04/2018

ISSN (print): 2168-2356

ISSN (electronic): 2168-2364

Publisher: IEEE

URL: https://doi.org/10.1109/MDAT.2021.3102013

DOI: 10.1109/MDAT.2021.3102013

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