Angstrom Scale Ionic Memristors’ Engineering with van der Waals Materials: A Route to Highly Tunable Memory States

Memristors that mimic brain functions are crucial for energy-efficient neuromorphic devices. Ion channels that emulate biological synapses are still in the early stages of development, especially the tunability of memory states. Here, we demonstrate that cations such as K<sup>+</sup>, Na<sup>+</sup>, Ca<sup>2+</sup>, and Al<sup>3+</sup> intercalated in the interlayer spaces of vermiculite result in highly confined channels of size 3-5 Å. They host exotic memristor properties through ion exchange dynamics, even at high salt concentrations of 1 M. The bipolar memristor characteristics observed are tunable with frequency, geometric asymmetry, ion concentration, and intercalants. Notably, we observe polarization-flipping memristor behavior in two cases: one with Al<sup>3+</sup> ions and another with devices having a geometric asymmetry ratio greater than 15. This inversion is attributed to the overscreening of counterions due to their accumulation at the channel entrance. Our results suggest that ion exchange dynamics, ion-ion interactions, and ion accumulation/depletion mechanisms, particularly with multivalent ions, can be harnessed to develop advanced memristor devices.

Authors

Institutions

Publication Details

Journal
ACS Applied Materials & Interfaces
Published
2024-12-04
DOI
https://doi.org/10.1021/acsami.4c14521
Citations
7
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
1.46

Funders

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

Angstrom Scale Ionic Memristors’ Engineering with van der Waals Materials: A Route to Highly Tunable Memory States

K. Gopinadhan, Dhal Biswabhusan, Li‐Hsien Yeh, Puzari Animesh
7 citations
ACS Applied Materials & Interfaces
Advanced Memory and Neural Computing
1.46
article

Angstrom Scale Ionic Memristors’ Engineering with van der Waals Materials: A Route to Highly Tunable Memory States

K. Gopinadhan, Dhal Biswabhusan, Li‐Hsien Yeh, Puzari Animesh
article en
7 citations

Abstract

Memristors that mimic brain functions are crucial for energy-efficient neuromorphic devices. Ion channels that emulate biological synapses are still in the early stages of development, especially the tunability of memory states. Here, we demonstrate that cations such as K<sup>+</sup>, Na<sup>+</sup>, Ca<sup>2+</sup>, and Al<sup>3+</sup> intercalated in the interlayer spaces of vermiculite result in highly confined channels of size 3-5 Å. They host exotic memristor properties through ion exchange dynamics, even at high salt concentrations of 1 M. The bipolar memristor characteristics observed are tunable with frequency, geometric asymmetry, ion concentration, and intercalants. Notably, we observe polarization-flipping memristor behavior in two cases: one with Al<sup>3+</sup> ions and another with devices having a geometric asymmetry ratio greater than 15. This inversion is attributed to the overscreening of counterions due to their accumulation at the channel entrance. Our results suggest that ion exchange dynamics, ion-ion interactions, and ion accumulation/depletion mechanisms, particularly with multivalent ions, can be harnessed to develop advanced memristor devices.

ACS Applied Materials & InterfacesVol. 16(50)
National Taiwan University of Science and Technology (TW), Indian Institute of Technology Gandhinagar (IN)
Indian Institute of Technology Gandhinagar, Department of Science and Technology, Ministry of Science and Technology, India, Ministry of Education, India, National Science and Technology Council, Science and Engineering Research Board
Openalex Percentile: Top 17%
Advanced Memory and Neural Computing
1.46
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.

Angstrom Scale Ionic Memristors’ Engineering with van der Waals Materials: A Route to Highly Tunable Memory States — K. Gopinadhan, Dhal Biswabhusan, et al. · ACS Applied Materials & Interfaces (2024) | TGRS Research Map | TGRS