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可分离且可重复使用:用于模块化突触储层计算的增强型π离子膜

Detachable and Reusable: Reinforced π-Ion Film for Modular Synaptic Reservoir Computing.

作者信息

Woo Gyu Won, Lee Chang Min, Lee Won Woo, Jung Min Ju, Lee Seung Min, Lee Hye Won, Yoo Hocheon, Kim Yong Hee, Lee Eun Kwang

机构信息

Department of Chemical Engineering, Pukyong National University, Busan, 48513, Republic of Korea.

Department of Artificail Intelligence Semiconductor Engineering, Hanyang University, Seoul, 04763, Republic of Korea.

出版信息

Adv Mater. 2025 Jun 27:e2506729. doi: 10.1002/adma.202506729.

Abstract

Organic electrochemical transistors (OECTs) show significant promise for bioelectronics and neuromorphic computing applications due to their low operating voltage, biocompatibility, and ion-mediated charge transport. However, conventional OECTs with permanently fixed organic semiconductor (OSC) layers lack modularity and reusability for sustainable electronics with e-waste reduction. Here, a novel reinforced π-ion film OECT featuring a detachable and reusable OSC layer that creates a unified composite with dielectric and gate components, establishing a new paradigm for modular device architectures is proposed. Through solvent exchange and mesh-supported gelation, π-ion film exhibits enhanced mechanical stability, detachability, and superior electrical performance. The OECTs demonstrate remarkable 35-day air stability, 50-day storage lifetime, and over 80% performance retention after 600 electrical cycles. Furthermore, the π-ion film OECTs exhibit synaptic behavior with paired-pulse facilitation of 167% and long-term memory retention of 34% maintained synaptic current after 250 s. These characteristics enable reservoir computing applications with a 4-bit encoding scheme for image recognition, processing 16 × 16 pixelated input patterns, demonstrating reliable state differentiation and stable signal retention. Even at lab-scale development, reinforced π-ion film OECTs represent a promising eco-friendly platform for modular, reusable components in next-generation neuromorphic computing systems, aligning with electronic waste reduction policies by enabling component reuse.

摘要

有机电化学晶体管(OECTs)因其低工作电压、生物相容性和离子介导的电荷传输,在生物电子学和神经形态计算应用中显示出巨大潜力。然而,具有永久固定有机半导体(OSC)层的传统OECTs缺乏模块化和可重复使用性,无法满足减少电子垃圾的可持续电子学需求。在此,我们提出了一种新型增强π离子膜OECT,其具有可拆卸和可重复使用的OSC层,该层与介电和栅极组件形成统一复合材料,为模块化器件架构建立了新范式。通过溶剂交换和网状支撑凝胶化,π离子膜表现出增强的机械稳定性、可拆卸性和卓越的电性能。这些OECTs表现出显著的35天空气稳定性、50天储存寿命,以及在600次电循环后超过80%的性能保留率。此外,π离子膜OECTs表现出突触行为,配对脉冲易化率为167%,在250秒后长期记忆保留率为34%,维持突触电流。这些特性使得采用4位编码方案的储层计算应用能够用于图像识别,处理16×16像素化输入模式,展示出可靠的状态区分和稳定的信号保留。即使在实验室规模的开发阶段,增强π离子膜OECTs也代表了一个有前景的环保平台,可用于下一代神经形态计算系统中的模块化、可重复使用组件,通过实现组件再利用符合电子垃圾减少政策。

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