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Journal ArticleDOI

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

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

From Memristive Materials to Neural Networks

TL;DR: The development of the memristor is presented in the domains of the synapse simulating, in-memory logic computing, deep neural networks (DNNs) and spiking Neural networks (SNNs), and the existent technology challenges and outlook of the state-of-art applications are proposed.
Journal ArticleDOI

Coexistence of diode-like volatile and multilevel nonvolatile resistive switching in a ZrO2/TiO2 stack structure.

TL;DR: The coexistence of nonvolatile multilevel memory and diode-like volatile resistive switching behaviors in the same Cu/ZrO₂/TiO⁂/ Ti device opens areas of applications in high-density storage, logic circuits, neural networks, and passive crossbar memory selectors.
Journal ArticleDOI

Light-activated resistance switching in SiOx RRAM devices

TL;DR: In this article, a study of light-activated resistance switching in silicon oxide (SiOx) resistive random access memory (RRAM) devices was conducted, and it was shown that increased electron injection and hence a higher rate of creation of Frenkel pairs in the oxide can reduce switching voltages.
Journal ArticleDOI

Memristive Devices with Highly Repeatable Analog States Boosted by Graphene Quantum Dots.

TL;DR: GQDs are introduced into memristive devices and can serve as nano oxygen-reservoirs and enhance the localization of filament formation, and analog resistance states with highly tight distribution are achieved with nearly 85% reduction in variations.
Journal ArticleDOI

Resistive Memory‐Based In‐Memory Computing: From Device and Large‐Scale Integration System Perspectives

TL;DR: The circuit design and system organization of RRAM‐based in‐memory computing are essential to breaking the von Neumann bottleneck and illuminate the way for the large‐scale implementation of ultra‐low‐power and dense neural network accelerators.
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.
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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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