Mechano-gated iontronic piezomemristor for temporal-tactile neuromorphic plasticity

Abstract In bioneuronal systems, the synergistic interaction between mechanosensitive piezo channels and neuronal synapses can convert and transmit pressure signals into complex temporal plastic pulses with excitatory and inhibitory features. However, existing artificial tactile neuromorphic systems...

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Main Authors: Xiao Wei, Zhixin Wu, Hanfei Gao, Shiqi Cao, Xue Meng, Yuqun Lan, Huixue Su, Zhenglian Qin, Hang Liu, Wenxin Du, Yuchen Wu, Mingjie Liu, Ziguang Zhao
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-56393-w
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author Xiao Wei
Zhixin Wu
Hanfei Gao
Shiqi Cao
Xue Meng
Yuqun Lan
Huixue Su
Zhenglian Qin
Hang Liu
Wenxin Du
Yuchen Wu
Mingjie Liu
Ziguang Zhao
author_facet Xiao Wei
Zhixin Wu
Hanfei Gao
Shiqi Cao
Xue Meng
Yuqun Lan
Huixue Su
Zhenglian Qin
Hang Liu
Wenxin Du
Yuchen Wu
Mingjie Liu
Ziguang Zhao
author_sort Xiao Wei
collection DOAJ
description Abstract In bioneuronal systems, the synergistic interaction between mechanosensitive piezo channels and neuronal synapses can convert and transmit pressure signals into complex temporal plastic pulses with excitatory and inhibitory features. However, existing artificial tactile neuromorphic systems struggle to replicate the elaborate temporal plasticity observed between excitatory and inhibitory features in biological systems, which is critical for the biomimetic processing and memorizing of tactile information. Here we demonstrate a mechano-gated iontronic piezomemristor with programmable temporal-tactile plasticity. This system utilizes a bicontinuous phase-transition heterogel as a stiffness-governed iontronic mechanogate to achieve bidirectional piezoresistive signals, resulting in wide-span dynamic tactile sensing. By micro-integrating the mechanogate with an oscillatory iontronic memristor, it exhibits stiffness-induced bipolarized excitatory and inhibitory neuromorphics, thereby enabling the activation of temporal-tactile memory and learning functions (e.g., Bienenstock–Cooper–Munro and Hebbian learning rules). Owing to dynamic covalent bond network and iontronic features, reconfigurable tactile plasticity can be achieved. Importantly, bridging to bioneuronal interfaces, these systems possess the capacity to construct a biohybrid perception-actuation circuit. We anticipate that such temporal plastic piezomemristor devices for abiotic-biotic interfaces can serve as promising hardware systems for interfacing dynamic tactile behaviors into diverse neuromodulations.
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spelling doaj-art-12a3b6fa8db2419a9328d0f8a33866ff2025-02-02T12:31:51ZengNature PortfolioNature Communications2041-17232025-01-0116111010.1038/s41467-025-56393-wMechano-gated iontronic piezomemristor for temporal-tactile neuromorphic plasticityXiao Wei0Zhixin Wu1Hanfei Gao2Shiqi Cao3Xue Meng4Yuqun Lan5Huixue Su6Zhenglian Qin7Hang Liu8Wenxin Du9Yuchen Wu10Mingjie Liu11Ziguang Zhao12School of Future Technology, University of Chinese Academy of SciencesSchool of Future Technology, University of Chinese Academy of SciencesSuzhou Institute for Advanced Research, University of Science and Technology of ChinaOrthopaedics of TCM Senior Department, The Sixth Medical Center of Chinese PLA General HospitalSchool of Future Technology, University of Chinese Academy of SciencesState Key Laboratory of Nonlinear Mechanics, Institute of Mechanics, Chinese Academy of SciencesSchool of Future Technology, University of Chinese Academy of SciencesSchool of Future Technology, University of Chinese Academy of SciencesSchool of Future Technology, University of Chinese Academy of SciencesSchool of Mechanical Engineering and Automation, Beihang UniversitySchool of Future Technology, University of Chinese Academy of SciencesSchool of Mechanical Engineering and Automation, Beihang UniversitySchool of Future Technology, University of Chinese Academy of SciencesAbstract In bioneuronal systems, the synergistic interaction between mechanosensitive piezo channels and neuronal synapses can convert and transmit pressure signals into complex temporal plastic pulses with excitatory and inhibitory features. However, existing artificial tactile neuromorphic systems struggle to replicate the elaborate temporal plasticity observed between excitatory and inhibitory features in biological systems, which is critical for the biomimetic processing and memorizing of tactile information. Here we demonstrate a mechano-gated iontronic piezomemristor with programmable temporal-tactile plasticity. This system utilizes a bicontinuous phase-transition heterogel as a stiffness-governed iontronic mechanogate to achieve bidirectional piezoresistive signals, resulting in wide-span dynamic tactile sensing. By micro-integrating the mechanogate with an oscillatory iontronic memristor, it exhibits stiffness-induced bipolarized excitatory and inhibitory neuromorphics, thereby enabling the activation of temporal-tactile memory and learning functions (e.g., Bienenstock–Cooper–Munro and Hebbian learning rules). Owing to dynamic covalent bond network and iontronic features, reconfigurable tactile plasticity can be achieved. Importantly, bridging to bioneuronal interfaces, these systems possess the capacity to construct a biohybrid perception-actuation circuit. We anticipate that such temporal plastic piezomemristor devices for abiotic-biotic interfaces can serve as promising hardware systems for interfacing dynamic tactile behaviors into diverse neuromodulations.https://doi.org/10.1038/s41467-025-56393-w
spellingShingle Xiao Wei
Zhixin Wu
Hanfei Gao
Shiqi Cao
Xue Meng
Yuqun Lan
Huixue Su
Zhenglian Qin
Hang Liu
Wenxin Du
Yuchen Wu
Mingjie Liu
Ziguang Zhao
Mechano-gated iontronic piezomemristor for temporal-tactile neuromorphic plasticity
Nature Communications
title Mechano-gated iontronic piezomemristor for temporal-tactile neuromorphic plasticity
title_full Mechano-gated iontronic piezomemristor for temporal-tactile neuromorphic plasticity
title_fullStr Mechano-gated iontronic piezomemristor for temporal-tactile neuromorphic plasticity
title_full_unstemmed Mechano-gated iontronic piezomemristor for temporal-tactile neuromorphic plasticity
title_short Mechano-gated iontronic piezomemristor for temporal-tactile neuromorphic plasticity
title_sort mechano gated iontronic piezomemristor for temporal tactile neuromorphic plasticity
url https://doi.org/10.1038/s41467-025-56393-w
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