Unraveling the dynamics of conductive filaments in MoS2-based memristors by operando transmission electron microscopy

Advanced operando transmission electron microscopy (TEM) techniques enable the observation of nanoscale phenomena in electronic devices during operation. Here, we investigated lateral memristive devices composed of two dimensional layered MoS<sub>2</sub> with Pd and Ag electrodes. Under external bias voltage, we visualized the formation and migration of Ag conductive filaments (CFs) between the two electrodes, and their complete dissolution upon reversing the biasing polarity. The CFs exhibited a wide range of sizes, from several Ångströms to tens of nanometers, and followed diverse pathways: along the MoS<sub>2</sub> surfaces, within the van der Waals gap between MoS<sub>2</sub> layers, and through the spacing between MoS<sub>2</sub> bundles. Our method enables correlation between current-voltage responses and real-time TEM imaging, offering insights into failed and anomalous switching behaviors, and clarifying the cycle-to-cycle variabilities. Our findings provide solid evidence for the electrochemical metallization mechanism, elucidate the formation dynamics of CFs, and reveal key parameters influencing the switching performance.

Authors

Institutions

Publication Details

Journal
Nature Communications
Published
2025-08-12
DOI
https://doi.org/10.1038/s41467-025-62592-2
Citations
8
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
5.84

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Unraveling the dynamics of conductive filaments in MoS2-based memristors by operando transmission electron microscopy

Joachim Mayer, Ke Ran, Zhenxing Wang, Sofía Cruces et al.
8 citations
Nature Communications
Advanced Memory and Neural Computing
5.84
article

Unraveling the dynamics of conductive filaments in MoS2-based memristors by operando transmission electron microscopy

Joachim Mayer, Ke Ran, Zhenxing Wang, Sofía Cruces, Rafal E. Dunin–Borkowski, Max C. Lemme, Janghyun Jo
article en
8 citations

Abstract

Advanced operando transmission electron microscopy (TEM) techniques enable the observation of nanoscale phenomena in electronic devices during operation. Here, we investigated lateral memristive devices composed of two dimensional layered MoS<sub>2</sub> with Pd and Ag electrodes. Under external bias voltage, we visualized the formation and migration of Ag conductive filaments (CFs) between the two electrodes, and their complete dissolution upon reversing the biasing polarity. The CFs exhibited a wide range of sizes, from several Ångströms to tens of nanometers, and followed diverse pathways: along the MoS<sub>2</sub> surfaces, within the van der Waals gap between MoS<sub>2</sub> layers, and through the spacing between MoS<sub>2</sub> bundles. Our method enables correlation between current-voltage responses and real-time TEM imaging, offering insights into failed and anomalous switching behaviors, and clarifying the cycle-to-cycle variabilities. Our findings provide solid evidence for the electrochemical metallization mechanism, elucidate the formation dynamics of CFs, and reveal key parameters influencing the switching performance.

Nature CommunicationsVol. 16(1)
Ernst Ruska Centre (DE), AMO (Germany) (DE), RWTH Aachen University (DE)
European Commission, Bundesministerium für Bildung und Forschung, RWTH Aachen University, HORIZON EUROPE Framework Programme
Openalex Percentile: Top 4%
Advanced Memory and Neural Computing
5.84
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.