Tunable Dynamics via Dual‐Ion Modulation for Event‐based Data Processing Using a Highly Uniform and Self‐Rectifying Memristor Array

). The Ag nanoclusters combined with the oxygen anions modulate the conductance decay of the memristor by retarding the oxygen anion diffusion, enabling tunable dynamic behaviors. Leveraging these properties, we demonstrate a hardware implementation of the hierarchy of event-based time surface algorithm (HOTS) using a highly uniform interface-type memristor array. By demonstrating successful hardware implementation of exponential decaying kernels in the HOTS algorithm for the classification of moving objects (Poker Dynamic Vision Sensor), this work could pave the way toward resource-efficient computing paradigms based on memristors.

Authors

Institutions

Publication Details

Journal
Advanced Science
Published
2026-05-10
DOI
https://doi.org/10.1002/advs.75594
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

Tunable Dynamics via Dual‐Ion Modulation for Event‐based Data Processing Using a Highly Uniform and Self‐Rectifying Memristor Array

Jongmin Bae, See‐On Park, Shinhyun Choi, Dawon Kim et al.
Advanced Science
Advanced Memory and Neural Computing
article

Tunable Dynamics via Dual‐Ion Modulation for Event‐based Data Processing Using a Highly Uniform and Self‐Rectifying Memristor Array

Jongmin Bae, See‐On Park, Shinhyun Choi, Dawon Kim, YoonHo Cho, Taehwan Jang, Dae‐won Kim, Jeonghong Lee
article en

Abstract

). The Ag nanoclusters combined with the oxygen anions modulate the conductance decay of the memristor by retarding the oxygen anion diffusion, enabling tunable dynamic behaviors. Leveraging these properties, we demonstrate a hardware implementation of the hierarchy of event-based time surface algorithm (HOTS) using a highly uniform interface-type memristor array. By demonstrating successful hardware implementation of exponential decaying kernels in the HOTS algorithm for the classification of moving objects (Poker Dynamic Vision Sensor), this work could pave the way toward resource-efficient computing paradigms based on memristors.

Advanced Science
Korea Advanced Institute of Science and Technology (KR)
Korea Research Institute of Chemical Technology, National Research Foundation of Korea
Decent work and economic growth
Openalex Percentile: Top 8%
Advanced Memory and Neural Computing
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.