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Synaptic Characteristics of an Ultrathin Hexagonal Boron Nitride (<i>h</i>‐BN) Diffusive Memristor

Ghulam Dastgeer, Haider Abbas, Duk Young Kim, Jonghwa Eom, Changhwan Choi

2020physica status solidi (RRL) - Rapid Research Letters49 citationsDOI

Abstract

A nano‐sized two‐terminal memristor exhibiting volatile threshold switching (TS) is a promising candidate for the emulation of biological synaptic functions to realize efficient neuromorphic computing systems. The Ca 2+ dynamics play a vital role in generating a temporal response for neural functions by changing the synaptic weight of biological synapses. Herein, a thinnest synaptic device is fabricated demonstrating drift dynamics of Ag + migration through the exfoliated h ‐BN sheets, which emulates neuromorphic computing operations. The TS characteristics with a large I ON/OFF up to ≈10 5 lead to bio‐synaptic applications, including short‐term and long‐term memory. The experimental realization of the synaptic behavior is demonstrated with paired‐pulse facilitation (PPF), spike‐rate‐dependent plasticity (SRDP), and transition from short‐term plasticity (STP) to long‐term plasticity (LTP). The transition from STP to LTP in this synaptic device verifies the Atkinson and Shiffrin psychological model of human brain learning experimentally. The input pulses with different spike‐times are used to replicate the synaptic functionalities. The two‐terminal diffusive memristors constructed with thin sheets of 2D‐flexible h ‐BN resistive materials may lead to flexible neuromorphic devices for biological applications.

Topics & Concepts

Neuromorphic engineeringMemristorSynaptic plasticityLong-term potentiationMaterials scienceEmulationNeural facilitationSynaptic weightSynapseNeuroscienceMetaplasticityComputer scienceNanotechnologyOptoelectronicsChemistryPhysicsArtificial neural networkArtificial intelligenceBiologyEconomic growthQuantum mechanicsEconomicsBiochemistryReceptorAdvanced Memory and Neural ComputingTransition Metal Oxide NanomaterialsPhotoreceptor and optogenetics research
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