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Memristors are promising candidates for bio\u2010inspired computing hardware owing to their analog behaviors, simple structure, and simple fabrication process. Among them, interface\u2010type memristors have been extensively studied due to their high reliability and low power consumption. Despite these advantages, their spontaneous relaxation properties pose a challenge for bio\u2010inspired computing applications. In this article, we demonstrate the tunable dynamics of an interface\u2010type memristor through dual\u2010ion modulation by incorporating Ag nanoclusters (ion diffusion retarders), and successfully implement a 32 \u00d7 32 one\u2010resistor (1R) array (100% yield) with high temporal\/spatial uniformity (\u03c3\/\u00b5&lt;3%) and high read rectifying ratio (&gt;7 \u00d7 10\n                    <jats:sup>4<\/jats:sup>\n                    ). 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\u2010based time surface algorithm (HOTS) using a highly uniform interface\u2010type 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\u2010efficient computing paradigms based on memristors.\n                  <\/jats:p>","DOI":"10.1002\/advs.75594","type":"journal-article","created":{"date-parts":[[2026,5,10]],"date-time":"2026-05-10T18:10:21Z","timestamp":1778436621000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Tunable Dynamics via Dual\u2010Ion Modulation for Event\u2010based Data Processing Using a Highly Uniform and Self\u2010Rectifying Memristor Array"],"prefix":"10.1002","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-0540-4346","authenticated-orcid":false,"given":"Yoonho","family":"Cho","sequence":"first","affiliation":[{"name":"School of Electrical Engineering Korea Advanced Institute of Science and Technology (KAIST)  Daejeon Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dawon","family":"Kim","sequence":"additional","affiliation":[{"name":"School of Electrical Engineering Korea Advanced Institute of Science and Technology (KAIST)  Daejeon Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jeonghong","family":"Lee","sequence":"additional","affiliation":[{"name":"Graduate School of Semiconductor Technology Korea Advanced Institute of Science and Technology (KAIST)  Daejeon Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dae\u2010won","family":"Kim","sequence":"additional","affiliation":[{"name":"Graduate School of Semiconductor Technology Korea Advanced Institute of Science and Technology (KAIST)  Daejeon Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"See\u2010On","family":"Park","sequence":"additional","affiliation":[{"name":"Information and Electronics Research Institute Korea Advanced Institute of Science and Technology (KAIST)  Daejeon Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jongmin","family":"Bae","sequence":"additional","affiliation":[{"name":"School of Electrical Engineering Korea Advanced Institute of Science and Technology (KAIST)  Daejeon Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Taehwan","family":"Jang","sequence":"additional","affiliation":[{"name":"Graduate School of Semiconductor Technology Korea Advanced Institute of Science and Technology (KAIST)  Daejeon Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5852-3360","authenticated-orcid":false,"given":"Shinhyun","family":"Choi","sequence":"additional","affiliation":[{"name":"School of Electrical Engineering Korea Advanced Institute of Science and Technology (KAIST)  Daejeon Republic of 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