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Journal ArticleDOI

‘Memristive’ switches enable ‘stateful’ logic operations via material implication

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TLDR
Bipolar voltage-actuated switches, a family of nonlinear dynamical memory devices, can execute material implication (IMP), which is a fundamental Boolean logic operation on two variables p and q such that pIMPq is equivalent to (NOTp)ORq.
Abstract
The authors of the International Technology Roadmap for Semiconductors-the industry consensus set of goals established for advancing silicon integrated circuit technology-have challenged the computing research community to find new physical state variables (other than charge or voltage), new devices, and new architectures that offer memory and logic functions beyond those available with standard transistors. Recently, ultra-dense resistive memory arrays built from various two-terminal semiconductor or insulator thin film devices have been demonstrated. Among these, bipolar voltage-actuated switches have been identified as physical realizations of 'memristors' or memristive devices, combining the electrical properties of a memory element and a resistor. Such devices were first hypothesized by Chua in 1971 (ref. 15), and are characterized by one or more state variables that define the resistance of the switch depending upon its voltage history. Here we show that this family of nonlinear dynamical memory devices can also be used for logic operations: we demonstrate that they can execute material implication (IMP), which is a fundamental Boolean logic operation on two variables p and q such that pIMPq is equivalent to (NOTp)ORq. Incorporated within an appropriate circuit, memristive switches can thus perform 'stateful' logic operations for which the same devices serve simultaneously as gates (logic) and latches (memory) that use resistance instead of voltage or charge as the physical state variable.

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Citations
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Proceedings ArticleDOI

Tile Architecture and Hardware Implementation for Computation-in-Memory

TL;DR: In this article, a new instruction set architecture (ISA) is presented to control a single CIM-tile that comprises the analog memory array itself and all necessary analog and digital periphery.
Journal ArticleDOI

MultPIM: Fast Stateful Multiplication for Processing-in-Memory

TL;DR: MultPIM as discussed by the authors is a state-of-the-art multiplier for single-row matrix-vector multiplication using stateful logic techniques such as IMPLY, MAGIC and FELIX.

The Materials Science of Titanium Dioxide Memristors

TL;DR: In this article, the authors describe the materials science of memristive switching in titanium dioxide and provide a phenomenological model for the dynamical behavior during switching, and describe a two-state variable nanoscale device based on metal insulator transitions.
Proceedings ArticleDOI

Programmable Stateful In-Memory Computing Paradigm via a Single Resistive Device

TL;DR: This paper will illustrate how the programmable stateful IMC operations can be implemented via a single resistive device and how the logic computing and data storage can be united within a memory chip.
Proceedings ArticleDOI

Nanoscale Memristive Crossbar Circuits for Approximate Edge Detection in Smart Cameras

TL;DR: This framework generates approximate nanoscale memristor crossbar designs that can perform edge detection on images that agrees with the exact computation on 96.6% of the input space while using a considerably smaller crossbar than an exact design.
References
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Journal ArticleDOI

The missing memristor found

TL;DR: It is shown, using a simple analytical example, that memristance arises naturally in nanoscale systems in which solid-state electronic and ionic transport are coupled under an external bias voltage.
Journal ArticleDOI

Memristor-The missing circuit element

TL;DR: In this article, the memristor is introduced as the fourth basic circuit element and an electromagnetic field interpretation of this relationship in terms of a quasi-static expansion of Maxwell's equations is presented.
Journal ArticleDOI

Memristive switching mechanism for metal/oxide/metal nanodevices.

TL;DR: Experimental evidence is provided to support this general model of memristive electrical switching in oxide systems, and micro- and nanoscale TiO2 junction devices with platinum electrodes that exhibit fast bipolar nonvolatile switching are built.
Journal ArticleDOI

Memristive devices and systems

TL;DR: In this article, a broad generalization of memristors to an interesting class of nonlinear dynamical systems called memristive systems is introduced, which are unconventional in the sense that while they behave like resistive devices, they can be endowed with a rather exotic variety of dynamic characteristics.
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