reviewChemical ReviewsMay 2, 2025HYBRID OA

Resistive Switching Random-Access Memory (RRAM): Applications and Requirements for Memory and Computing

Politecnico di Milano · Hewlett-Packard (United States)

PubMed
Indexed incrossrefpubmed

Abstract

In the information age, novel hardware solutions are urgently needed to efficiently store and process increasing amounts of data. In this scenario, memory devices must evolve significantly to provide the necessary bit capacity, performance, and energy efficiency needed in computation. In particular, novel computing paradigms have emerged to minimize data movement, which is known to contribute the largest amount of energy consumption in conventional computing systems based on the von Neumann architecture. In-memory computing (IMC) provides a means to compute within data with minimum data movement and excellent energy efficiency and performance. To meet these goals, resistive-switching random-access memory…

Citation impact

98
total citations
FWCI
56.94
Percentile
100%
References
284
Citations per year

Authors

2

Topics & keywords

Keywords
  • Resistive random-access memory
  • Computer science
  • In-Memory Processing
  • Scalability
  • Von Neumann architecture
  • Non-volatile memory
  • Computer architecture
  • Computer data storage
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