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

IEEE Design and Test, vol. 39, pp. 90–99

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.

Authors 3

1. Felix Staudigl Aachen Institute for Communication Technologies and Embedded Systems

   RWTH Aachen University

   Affiliation as printed

   Institute for Communication Technologies and Embedded Systems, RWTH Aachen University, Aachen, Germany

2. Farhad Merchant Aachen Institute for Communication Technologies and Embedded Systems

   RWTH Aachen University

   Affiliation as printed

   Institute for Communication Technologies and Embedded Systems, RWTH Aachen University, Aachen, Germany

3. Rainer Leupers Aachen Institute for Communication Technologies and Embedded Systems

   RWTH Aachen University

   Affiliation as printed

   Institute for Communication Technologies and Embedded Systems, RWTH Aachen University, Aachen, Germany