Analog content-addressable memories with memristors
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.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- Apr 02, 2020
- Source ID
- 10.1038/s41467-020-15254-4
Entities
People
- Can Li
- Catherine Graves
- Darrin Miller
- Giacomo Pedretti
- John Paul Strachan
- Martin Foltin
- Xia Sheng
Organizations
- Army Research Office
- Intelligence Advanced Research Projects Activity