Skin plays a crucial role as the primary interface and protective barrier between the human body and its surrounding environment[
Journal of Semiconductors, Volume. 46, Issue 1, 012602(2025)
Artificial self-powered and self-healable neuromorphic vision skin utilizing silver nanoparticle-doped ionogel photosynaptic heterostructure
Artificial skin should embody a softly functional film that is capable of self-powering, healing and sensing with neuromorphic processing. However, the pursuit of a bionic skin that combines high flexibility, self-healability, and zero-powered photosynaptic functionality remains elusive. In this study, we report a self-powered and self-healable neuromorphic vision skin, featuring silver nanoparticle-doped ionogel heterostructure as photoacceptor. The localized surface plasmon resonance induced by light in the nanoparticles triggers temperature fluctuations within the heterojunction, facilitating ion migration for visual sensing with synaptic behaviors. The abundant reversible hydrogen bonds in the ionogel endow the skin with remarkable mechanical flexibility and self-healing properties. We assembled a neuromorphic visual skin equipped with a 5 × 5 photosynapse array, capable of sensing and memorizing diverse light patterns.
1. Introduction
Skin plays a crucial role as the primary interface and protective barrier between the human body and its surrounding environment[
The photothermoelectric effect (PTE) is a unique photocurrent mechanism that enables the conversion of energy between light, heat, and electricity. Unlike other photoelectric detection mechanisms, PTE does not require an external electric field to separate the electrons and hole pairs generated by light excitation[
In this paper, we propose an ionogel synapse with the configuration of plasma silver nanoparticles (AgNP) doped Ionogel heterostructure. The synapse exhibits important synaptic behaviors such as excitatory postsynaptic current (EPSC), paired-pulse facilitated (PPF, 124%), learning and forgetting experiences as well as the transition from short-term potentiation (STP) to long-term potentiation (LTP), with the electrical signals are attributed to the temperature driven ions migration due to the LSPR of AgNP. The synapse also demonstrates exceptional mechanical flexibility and self-healing capability derived from the gel matrix. Finally, a neuromorphic visual skin array with 5 × 5 ionogel synapses was demonstrated, which is capable of autonomous and comprehensive recognizing, learning and memorizing of diverse patterns in both curved and flat configurations. The study provides a feasible route in building artificial visual sensing skin towards smart soft robotic systems.
2. Experimental section
Materials: Monomers of 4-hydroxybutyl acrylate (HBA) and 2−(2−ethoxyethoxy) ethylacrylate (EOEOEA), the solid ionic salt bis(trifluoromethane)sulfonimide lithium salt (LiTFSI), the photoinitiator 1−hydroxycyclohexyl phenyl ketone (HCPK) were purchased from sigma-aldrich. Sodium dodecyl sulfate (SDS) and sodium borohydride, silver nitrate was purchased from sinopharm chemical reagent Co. All reagents were used as received without further purification.
Synthesis of Ag nanoparticles (AgNPs): Firstly, 17 mg silver nitrate, 510 mg SDS were placed in 250 ml flask, 50 ml of deionized water was added, and 0.1 mg/ml of sodium borohydride was quickly injected when the oil bath was heated to 100 ℃. Finally, it was sucked out and placed in 4 ℃ of ice water with a rubber head dropper.
Synthesis of ionogel and AgNPs-doped ionogel: The ionogel was synthesized through a one-step co-photopolymerization of HBA and EOEOEA monomers. In a typical procedure, the monomers HBA and EOEOEA, and crosslinker ETPTA were mixed at a volume ratio of 1 : 4 : 0.05. With the addition of photoinitiator HCPK (1% mass ratio concentration to the mixed solution) and solid ionic salt LiTFSI (0.5 M mole ratio concentration to the mixed solution), the mixed solution was stirred at 500 rpm for 30 min to obtain a uniform precursor ink, from which 2 mL of the precursor ink was poured into a polytetrafluoroethylene (PTFE) mould and exposed to 365 nm UV light at 10 W for 2 min to produce a transparent ionogel. To synthesize AgNPs-doped ionogel, the same procedure was followed, but with the addition of AgNPs to the precursor ink.
Preparation of ionogel heterojunction: The ionogel heterojunction was prepared using a PTFE mould with a thin PTFE clapboard in the middle of mould. Firstly, the precursor ink without AgNPs was added into one part of the mould, and expose it to 365 nm UV light at 10 W for 2 min to obtain a transparent ionogel. Next, with removal of clapboard, another ink containing AgNPs was injected into the other part of mould. After irradiation with the same UV source for 4 min, a yellow AgNPs-doped ionogel was solidified, and finally achieve the formation of a heterojunction due to the tight contact between the two ionogels.
Fabrication of two-terminal optoelectronic synaptic device: prior to the polymerization of the ionogel heterojunction, the two copper strips were respectively polymerized in situ inside the ionic liquid. This process led to the fabrication of ionogel heterojunction based optosynaptic devices.
Characterization: He UV−vision−infrared absorption spectra of AgNPs were recorded by PE UV−1750 spectrophotometer. All photoelectric measurements are made using the keithley 4200 semiconductor parameter analyzer. Light pulses with adjustable wavelength, intensity and frequency come from LED drivers (THORLABS, DC 2200 terminal). A range of LED light sources are used, covering wavelengths from ultraviolet to visible and near-infrared. All thermal images were taken using an infrared camera (FLIR Ti 100). The optical power density was measured by an optical power meter (CEL−NP 2000). The light source system is housed in a keithley 4200 semiconductor shield box to prevent interference from external light signals. All electrical and optical measurements are made at atmospheric pressure and room temperature.
3. Result and discussion
3.1. Device structure and bionic synaptic design
Artificial synapses, as a crucial element of human neural systems, have been extensively investigated in recent decades. Current studies on neuromorphic devices primarily focus on electrically controlled synapses, which exhibit significant disparities in power consumption and functional applications compared to the human brain, thereby constraining the advancement of neuromorphic synaptic devices. Emerging neuromorphic synaptic devices not only demonstrate remarkable progress in optical and electrical performance and biocompatibility but also offer distinct advantages in reducing device power consumption and expanding application domains[
Figure 1.(Color online) Design of neuromorphic synaptic devices and preparation of visual skin. (a) Schematic of biological synapses, neuromorphic visual arrays and material selection. (b) Planar array display. (c) Display in a bent state. (d) Display under outdoor light.
3.2. Light detection of individual ionogel heterojunction
The self-powered photoresponse of a single photosynapse was investigated by observing the variation in ionic current under illumination (
Figure 2.(Color online) Optical response characteristics of synaptic devices. (a) Schematic diagram of the device under ultraviolet to infrared irradiation. (b) Photoresponse of the IGH-based device to 365 nm light exposure without an external power supply. (c) Light response under 455 to 680 nm illumination. (d) UV absorption of pure ionogels, doped ionogels and heterojunction ionogels. (e) Two cycles at different UV power densities. (f) Heterojunctionogel size selection.
3.3. Photosynaptic performance
The intrinsic PPC of ionogel synapse enables the capability of mimicking fundamental learning and memory functions in human brain[
Figure 3.(Color online) Neuromorphic behaviors of the heterojunctionogel-based device. (a) EPSC responses of ten successive light pulses under different light wave length. (b) PPF index of the device due to varying off spike interval between two consecutive spikes. The inset shows the PPF achieved by two successively applied optical pulses. (c) Real-time plot of synaptic plasticity of the device showing STP and LTP by train of 2 and 11 optical pulses. (d) Influence of the light pulse duration on the EPSCs. (e) Effect of light powers on the EPSCs under a 365 nm light with a frequency of 1 Hz. (f) Stepwise learning behavior of the device.
3.4. Self-healing and bending features
The skin, as the largest human organ, not only acts as a physical barrier to protect the body, but also serves as a crucial interface for communication with the external environment. Its surface and interior are abundant in various types of receptors. An ideal artificial skin should possess sensory abilities comparable to those of human skin and exhibit similar properties such as softness and repairability. Furthermore, it should be capable of maintaining its original performance after deformation and healing itself after injury[
Figure 4.(Color online) Demonstration of self-healing and bending properties of ionogel-based optosynaptic devices. (a) Photosynaptic properties of devices before and after shear healing. (b) Optical synaptic properties of devices in plane states and with different curvature.
3.5. LSPR induced photocurrents
As a type of noble metal nanoparticles, AgNP exhibits strong light absorption in the visible spectrum due to the surface plasmon resonance (SPR) effect, which arises from the collective oscillation of free electrons on their surfaces in response to incident light. When the incident light frequency matches its SPR frequency, the effective absorption of light energy would lead to an increase in the surface temperature of the particle. Under illumination, the temperature gradient formed within the ionogel heterojunction due to the increase in particle surface temperature in the doped region, further facilitates ion movement. However, the disparate migration rates of cations and anions (Li and TFSI species) result in an internal imbalance of ion concentration, leading to a greater infiltration of lithium ions into the pure gel region, establishing an internal electric field within the ionogel heterojunction and generates ion current. This internal electric field also hinders the diffusion of lithium ions while promoting the diffusion of TFSI ions until reaching equilibrium. Upon removal of the light stimulus, the photothermal effect of the nanoparticles dissipated, causing the temperature of the doped region to gradually return to room temperature, and the ions within the ionogel also reverted back to their original positions.
The dependence of device temperature and photocurrent on illumination time was also studied under a fixed light intensity, with the ultraviolet light cover the whole ionogel heterojunction to allow for comparison of the temperature difference between the two ends. The ionogel heterojunction exhibits a rapid increase in temperature and tends to reach saturation under ultraviolet irradiation (
Figure 5.(Color online) Mechanism of photothermoelectric effect of heterojunction ionogels. (a) The photothermal effect of local surface plasmon resonance under light results in ion migration within the gel. (b) The change in response photocurrent caused by the change in device temperature over time. (c) Voltage difference-temperature difference curves for Soret effect mechanism. (d) Comparison of photocurrent of the heterojunction, pure and doped ionogels under light illumination.
3.6. Neuromorphic visual skin simulation
Excellent light perception and synaptic plasticity enable the ionogel heterojuncion for efficient optical signal processing and visual system imitation[
Figure 6.(Color online) Neuromorphic visual skin device. (a) Schematic diagram of skin device with light sensing vision. (b) Optical synaptic performance of individual pixels under normal and curved conditions. (c) An optical photograph of a bendable neuromorphic visual skin device attached to human skin. The fist (bend) state before (top) and after (bottom) light. (d) Photoreactivity EPSC for bendable neuromorphic visual skin devices about the number of pulses and the timing.
4. Conclusion
In summary, we propose a self-healing, bendable, and self-powered photosynapse based on AgNPs and ionogels. The synapse demonstrates broad spectral response, biological synaptic plasticity, exceptional self-repair capability, and mechanical flexibility. Experimental analysis reveals that the synaptic features originate from the photothermal effect of LSPR and temperature gradient induced ion migration within the ionogel heterojunction. Furthermore, we have successfully demonstrated an artificial visual perception skin array comprising 25 ionogel synapses, achieving perceptual memory for various shapes in both curved and flat configurations. Our work lays a foundation for intelligent electronic skins and neural-inspired visual systems.
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Xinkai Qian, Fa Zhang, Xiujuan Li, Junyue Li, Hongchao Sun, Qiye Wang, Chaoran Huang, Zhenyu Zhang, Zhe Zhou, Juqing Liu. Artificial self-powered and self-healable neuromorphic vision skin utilizing silver nanoparticle-doped ionogel photosynaptic heterostructure[J]. Journal of Semiconductors, 2025, 46(1): 012602
Category: Research Articles
Received: Aug. 25, 2024
Accepted: --
Published Online: Mar. 6, 2025
The Author Email: Zhou Zhe (ZZhou), Liu Juqing (JQLiu)