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Temperature‐Resilient Polymeric Memristors for Effective Deblurring in Static and Dynamic Imaging

Ziyu Lv, Minghao Jiang, Huiying Liu, Qing‐Xiu Li, Tao Xie, Jingya Yang, Yan Wang, Yongbiao Zhai, Guanglong Ding, Shirui Zhu, Jiahua Li, Miao Zhang, Ye Zhou, Bobo Tian, Wai‐Yeung Wong, Su‐Ting Han

2025Advanced Functional Materials26 citationsDOIOpen Access PDF

Abstract

Abstract Organic memristors have emerged as promising candidates for neuromorphic computing due to their potential for low‐cost fabrication, large‐scale integration, and biomimetic functionality. However, their practical applications are often hindered by limited thermal stability and device‐to‐device variability. Here, an organic polymer‐based memristor using a thiadiazolobenzotriazole (TBZ) and 2,5‐Dioctyl‐3,6‐di(thiophen‐2‐yl)pyrrolo[3,4‐c]pyrrole‐1,4(2H,5H)‐dione (DPP)‐based conjugated polymer is presented that exhibits exceptional thermal stability and reliable resistance switching behavior over a wide temperature range (153–573 K). The device leverages a charge‐transfer mechanism to achieve gradual and uniform resistance switching, overcoming the challenges associated with filamentary‐based mechanisms. The memristor's exceptional thermal stability and consistent performance enable its integration into various applications, including image processing. The device's ability is demonstrated to effectively deblur images, even under varying temperature conditions, showcasing its potential for robust and reliable neuromorphic computing. This study establishes a pathway toward high‐performance, thermally stable organic memristors for advanced neuromorphic computing and artificial intelligence applications.

Topics & Concepts

Neuromorphic engineeringMemristorMaterials scienceThermal stabilityDeblurringNanotechnologyStability (learning theory)PolymerOptoelectronicsComputer scienceElectronic engineeringArtificial intelligenceImage processingImage (mathematics)Chemical engineeringArtificial neural networkEngineeringComposite materialMachine learningImage restorationAdvanced Memory and Neural ComputingPerovskite Materials and ApplicationsPhotoreceptor and optogenetics research
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