journal article·2026-01-05Open access

Polarizable Thiol–Ene Cross-Linked Nitrile Dielectrics for Stretchable Low-Voltage Neuromorphic Transistors with Acoustic Classification

Chang-Jing Liu, Shu-Wei Hsiao, Qun-Gao Chen, Qi-An Hong, Yen-Ting Lin, Chu-Chen Chueh, Chan-Tat Ng, Ting-Ting Chang, Seong H. Kim, Yu-Cheng Chiu, Wen-Ya Lee

Abstract

High Resolution Image Download MS PowerPoint Slide A stretchable, high- k dielectric material based on thiol–ene-cross-linked nitrile-butadiene rubber (NBR) for synaptic transistors is demonstrated. We investigated NBR formulations cross-linked with three thiol cross-linkers. The thiol–ene-cross-linked NBR dielectrics achieve a high dielectric constant ( k = 14.6), enabling low-voltage transistor operation (<5 V) and photopatterned capability. By comparing different thiol cross-linkers, we have found that more thiol groups facilitate higher charge mobility and larger hysteresis. The thiol–ene-cross-linked NBR dielectric-based transistor exhibited superior electrical properties, including a high mobility (0.42 cm 2 V –1 s –1 ), a high ON/OFF ratio (10 4 ), and a small threshold voltage (0.2 ± 0.4 V). More importantly, these devices effectively mimic synaptic functions. A large hysteresis, driven by dielectric polarization and enhanced by thiol introduction, was observed, particularly pronounced in NBR dielectric with multiple thiol-cross-linkers. The thiol–ene-cross-linked NBR device displayed superior short-term plasticity and long-term potentiation/depression, indicating its learning and memory capabilities. Encouragingly, the fully stretchable NBR transistor maintained good electrical performance, stable hysteresis, and essential synaptic behaviors even at 60% strain. As a practical demonstration for neuromorphic applications, the thiol–ene-cross-linked NBR device exhibited excellent acoustic classification performance, achieving recognition accuracy close to 99% even under mechanical deformation. In summary, the developed thiol–ene cross-linked NBR offers highly promising electronic properties for stretchable, low-voltage neuromorphic devices.
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Research context

OpenAlex topics: Advanced Memory and Neural Computing · Advanced Sensor and Energy Harvesting Materials · Advanced Materials and Mechanics

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Chemical Engineering and Biotechnology

National Taipei University of Technology

Department of Chemical Engineering

National Taiwan University of Science and Technology

Department of Chemical Engineering and Materials Research Institute

The Pennsylvania State University

National Taiwan University

Department of Psychology and Research Center for Mind, Brain & Learning

National Chengchi University

High-Value Biomaterials Research and Commercialization Center

Funding

National Taipei University of Technology International Joint Research Project · Ministry of Science and Technology in Taiwan

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