Second‐Order Synaptic Memory using Inherent Plasticity of Moiré Superlattices

Achieving synaptic functionality electronically in a single-element quantum material is a fundamental challenge, as conventional methods rely on the introduction of extrinsic charge-traps or polar components. Here, it is demonstrated that twisted double bilayer graphene (tDBLG) moiré superlattices-composed purely of carbon-exhibit electronic hysteresis and plasticity in presence of twist-angle disorder. Inversion symmetry breaking at the moiré length scales also gives rise to second-order nonlinear electrical response via disorder-mediated extrinsic mechanisms. Such second-order nonlinearity is highly tunable in both sign and magnitude by varying carrier concentration and vertical displacement field. The coexistence of electronic plasticity and second-order nonlinearity is harnessed to realize a second-order synaptic memory device. These findings establish strained moiré carbon systems as a powerful new platform for energy-efficient neuromorphic computing, demonstrating that complex electronic functionality can emerge purely from symmetry-breaking physics in a single-element material.

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Publication Details

Journal
Advanced Materials
Published
2025-08-16
DOI
https://doi.org/10.1002/adma.202509837
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
0.00

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Second‐Order Synaptic Memory using Inherent Plasticity of Moiré Superlattices

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Second‐Order Synaptic Memory using Inherent Plasticity of Moiré Superlattices

Tanweer Ahmed, Takashi Taniguchi, Kenji Watanabe, Luis E. Hueso, Fèlix Casanova
article en

Abstract

Achieving synaptic functionality electronically in a single-element quantum material is a fundamental challenge, as conventional methods rely on the introduction of extrinsic charge-traps or polar components. Here, it is demonstrated that twisted double bilayer graphene (tDBLG) moiré superlattices-composed purely of carbon-exhibit electronic hysteresis and plasticity in presence of twist-angle disorder. Inversion symmetry breaking at the moiré length scales also gives rise to second-order nonlinear electrical response via disorder-mediated extrinsic mechanisms. Such second-order nonlinearity is highly tunable in both sign and magnitude by varying carrier concentration and vertical displacement field. The coexistence of electronic plasticity and second-order nonlinearity is harnessed to realize a second-order synaptic memory device. These findings establish strained moiré carbon systems as a powerful new platform for energy-efficient neuromorphic computing, demonstrating that complex electronic functionality can emerge purely from symmetry-breaking physics in a single-element material.

Advanced Materials
Ikerbasque (ES), National Institute for Materials Science (JP), CIC nanoGUNE (ES)
European Commission, Ministry of Education, Culture, Sports, Science and Technology, Ministerio de Ciencia e Innovación, Japan Society for the Promotion of Science, Japan Science and Technology Agency
Affordable and clean energy
Openalex Percentile: Top 81%
Advanced Memory and Neural Computing
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