journal article·2025-12Open access

Brain‐Inspired Topological Surface Modulation for Advanced Nonvolatility in Organic Artificial Synapses (Small 51/2025)

Daegun Kim, Dongyeong Jeong, Kwanghoon Kim, Donghwa Lee, Junho Sung, Hyoik Jang, Kangto Han, Eunho Lee, Geun Yeol Bae

Small· Volume 21· Issue 51

Abstract

Organic Artificial Synapses Brain-inspired wrinkling of conjugated polymer films induces localized crystalline compression, significantly enhancing ion retentivity and long-term plasticity in organic synaptic transistors. The wrinkled devices emulate key synaptic functions with improved linearity and achieve high accuracy in neural network simulations, highlighting surface topology modulation as a powerful strategy for advancing organic neuromorphic hardware. More in article number 2505745, Eunho Lee, Geun Yeol Bae, and co-workers.
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Research context

OpenAlex topics: Advanced Materials and Mechanics · Advanced Memory and Neural Computing · Polymer composites and self-healing

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Affiliations

School of Chemical Biological and Battery Engineering Gachon University Seongnam 13120 Republic of Korea

Department of Chemical Engineering Kumoh National Institute of Technology Gumi 39177 Republic of Korea

Department of Chemical and Biomolecular Engineering Seoul National University of Science and Technology Seoul 01811 Republic of Korea

Department of Materials Design Engineering Kumoh National Institute of Technology Gumi 39177 Republic of Korea

References

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