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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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Journal ArticleDOI

Vacancy associates-rich ultrathin nanosheets for high performance and flexible nonvolatile memory device.

TL;DR: An inorganic graphene analogue, ultrathin WO3·H2O nanosheets with only 2-3 nm thickness, is highlighted as a promising material to construct a high performance and flexible RRAM device.
Journal ArticleDOI

Long short-term memory networks in memristor crossbars

TL;DR: Yang et al. as discussed by the authors demonstrate that LSTM can be implemented with a memristor crossbar, which has a small circuit footprint to store a large number of parameters and in-memory computing capability that circumvents thevon Neumann bottleneck.
Journal ArticleDOI

In-memory hyperdimensional computing

TL;DR: In this article, a complete in-memory hyperdimensional computing system is presented, where all operations are implemented on two memristive crossbar engines together with peripheral digital complementary metaloxide-semiconductor (CMOS) circuits.
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Memristive devices based on graphene oxide

TL;DR: In this article, a comparative review of several graphene oxide memristive devices is provided, with a distinction between two different mechanisms for resistance switching: oxygen ions drift and metal filament formation.
Journal ArticleDOI

Highly controllable and stable quantized conductance and resistive switching mechanism in single-crystal TiO2 resistive memory on silicon.

TL;DR: Although the valence change mechanism is responsible for the observed RS, single-crystal anatase-TiO2 thin films show electrical characteristics that are very different from the usual switching behaviors observed for polycrystalline or amorphous TiO2 and instead very similar to those found in electrochemical metallization memory.
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.
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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.
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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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