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Analog content-addressable memories with memristors

Author

Listed:
  • Can Li

    (Hewlett Packard Enterprise)

  • Catherine E. Graves

    (Hewlett Packard Enterprise)

  • Xia Sheng

    (Hewlett Packard Enterprise)

  • Darrin Miller

    (Hewlett Packard Enterprise)

  • Martin Foltin

    (Hewlett Packard Enterprise)

  • Giacomo Pedretti

    (Hewlett Packard Enterprise
    Politecnico di Milano)

  • John Paul Strachan

    (Hewlett Packard Enterprise)

Abstract

A content-addressable memory compares an input search word against all rows of stored words in an array in a highly parallel manner. While supplying a very powerful functionality for many applications in pattern matching and search, it suffers from large area, cost and power consumption, limiting its use. Past improvements have been realized by using memristors to replace the static random-access memory cell in conventional designs, but employ similar schemes based only on binary or ternary states for storage and search. We propose a new analog content-addressable memory concept and circuit to overcome these limitations by utilizing the analog conductance tunability of memristors. Our analog content-addressable memory stores data within the programmable conductance and can take as input either analog or digital search values. Experimental demonstrations, scaled simulations and analysis show that our analog content-addressable memory can reduce area and power consumption, which enables the acceleration of existing applications, but also new computing application areas.

Suggested Citation

  • Can Li & Catherine E. Graves & Xia Sheng & Darrin Miller & Martin Foltin & Giacomo Pedretti & John Paul Strachan, 2020. "Analog content-addressable memories with memristors," Nature Communications, Nature, vol. 11(1), pages 1-8, December.
  • Handle: RePEc:nat:natcom:v:11:y:2020:i:1:d:10.1038_s41467-020-15254-4
    DOI: 10.1038/s41467-020-15254-4
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    Cited by:

    1. Leroi-Werelds, Sara & Verleye, Katrien & Line, Nathaniel & Bove, Liliana, 2021. "Value proposition dynamics in response to external event triggers," Journal of Business Research, Elsevier, vol. 136(C), pages 274-283.
    2. Louise Rawlings & Steve Robson, 2020. "The Pandemic Century: A History of Global Contagion from the Spanish Flu to COVID‐19," The Economic Record, The Economic Society of Australia, vol. 96(315), pages 530-535, December.

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