Impact of terahertz short pulses on the oxygen defect state in TiO2x DOI Creative Commons
Paola Di Pietro, Johannes Schmidt, Nidhi Adhlakha

и другие.

Physical Review Research, Год журнала: 2025, Номер 7(2)

Опубликована: Апрель 3, 2025

Oxygen-deficient titanium dioxide (TiO2x) is a very attractive material for several applications ranging from photocatalysis to resistive switching. Oxygen vacancies turn insulating anatase into polaronic conductor, while creating defect-state band below the ultraviolet semiconducting gap. Here we employ combination of broadband infrared (IR) reflectivity and THz-pump/IR-probe measurements investigate relationship between localized defect states delocalized conducting states. We show that THz pump allows convert deeply electrons metastable polarons with lifetime in ns range. These long-lived may find application novel optoelectronic exploiting interplay dc resistivity, terahertz signals. Published by American Physical Society 2025

Язык: Английский

The Roadmap of 2D Materials and Devices Toward Chips DOI Creative Commons
Anhan Liu, Xiaowei Zhang, Ziyu Liu

и другие.

Nano-Micro Letters, Год журнала: 2024, Номер 16(1)

Опубликована: Фев. 16, 2024

Due to the constraints imposed by physical effects and performance degradation, silicon-based chip technology is facing certain limitations in sustaining advancement of Moore's law. Two-dimensional (2D) materials have emerged as highly promising candidates for post-Moore era, offering significant potential domains such integrated circuits next-generation computing. Here, this review, progress 2D semiconductors process engineering various electronic applications are summarized. A careful introduction material synthesis, transistor focused on device configuration, dielectric engineering, contact integration given first. Then transistors including digital analog circuits, heterogeneous chips, sensing discussed. Moreover, several (artificial intelligence chips quantum chips) based specific mechanism devices introduced. Finally, challenges encountered achieving circuit-level or system-level analyzed, development pathways roadmaps further speculated outlooked.

Язык: Английский

Процитировано

57

Advanced Organic–Inorganic Hybrid Materials for Optoelectronic Applications DOI
Kun Zhou,

Bingyu Qi,

Zhongwei Liu

и другие.

Advanced Functional Materials, Год журнала: 2024, Номер unknown

Опубликована: Сен. 9, 2024

Abstract Research on organic–inorganic hybrid materials (OIHMs) has experienced explosive growth in the past decades. The diversity of organic components allows for introduction various spatial scales, functional groups, and polarities, while inorganic provide higher hardness, heat resistance, stability, their flexible combination facilitates formation diverse structures. Furthermore, simple cost‐effective synthesis methods, such as room temperature solution processes mechanochemical techniques, enable precise control over materials' properties at different thus achieving adjustable structure–performance relationships. This review will discuss recent research progress OIHMs within field optoelectronics related optoelectronic device applications. According to dimension nature interface, this divides into four structural categories. ongoing revealed applications fields solar cells, light‐emitting devices, detectors, memristors. As an outlook, potential perovskite 0D metal halide materials, which are currently most studied, enhancing performance stability is discussed.

Язык: Английский

Процитировано

19

Nanoscale memristor devices: materials, fabrication, and artificial intelligence DOI
Yongchao Yu, Ming Xiao, David Fieser

и другие.

Journal of Materials Chemistry C, Год журнала: 2024, Номер 12(11), С. 3770 - 3810

Опубликована: Янв. 1, 2024

An overview of fabrication methods, including CMOS, nanojoining, and 3D printing techniques, materials, structures, properties, mechanisms, applications memristors, as well the most recent advancements in molecular is provided.

Язык: Английский

Процитировано

18

In Situ Unveiling of the Resistive Switching Mechanism of Halide Perovskite-Based Memristors DOI

Hongqiang Luo,

Lihua Lu, Jing Zhang

и другие.

The Journal of Physical Chemistry Letters, Год журнала: 2024, Номер 15(9), С. 2453 - 2461

Опубликована: Фев. 26, 2024

The organic–inorganic halide perovskite has become one of the most promising candidates for next-generation memory devices, i.e. memristors, with excellent performance and solution-processable preparation. Yet, mechanism resistive switching in perovskite-based memristors remains ambiguous due to a lack situ visualized characterization methods. Here, we directly observe process photoluminescence (PL) imaging microscopy under an external electric field. Furthermore, corresponding element composition conductive filaments (CFs) is studied, indicating that metallic CFs respect activity top electrode are essential device performance. Finally, electrochemical impedance spectroscopy (EIS) conducted reveal transition ion states associated formation CFs. This study provides in-depth insights into paving pathway develop optimize high-performance large-scale applications.

Язык: Английский

Процитировано

10

Advances in two-dimensional heterojunction for sophisticated memristors DOI

Shiwei Qin,

Ye Tao, Ting Hu

и другие.

Materials Today Physics, Год журнала: 2024, Номер 41, С. 101336 - 101336

Опубликована: Янв. 11, 2024

Язык: Английский

Процитировано

9

Grain boundary control for high-reliability HfO2-based RRAM DOI
Dong Geun Jeong, Eunpyo Park, Yooyeon Jo

и другие.

Chaos Solitons & Fractals, Год журнала: 2024, Номер 183, С. 114956 - 114956

Опубликована: Май 8, 2024

Язык: Английский

Процитировано

8

MoOx Synaptic Memristor with Programmable Multilevel Conductance for Reliable Neuromorphic Hardware DOI
Xiaofei Dong, Hao Sun,

Xinhua Lai

и другие.

The Journal of Physical Chemistry Letters, Год журнала: 2024, Номер 15(13), С. 3668 - 3676

Опубликована: Март 27, 2024

Memristor holds great potential for enabling next-generation neuromorphic computing hardware. Controlling the interfacial characteristics of device is critical seamlessly integrating and replicating synaptic dynamic behaviors; however, it commonly overlooked. Herein, we report straightforward oxidation a Mo electrode in air to design MoOx memristors that exhibit nonvolatile ultrafast switching (0.6–0.8 mV/decade, <1 mV/decade) with high on/off ratio (>104), long durability (>104 s), low power consumption (17.9 μW), excellent device-to-device uniformity, ingeniously behavior, finely programmable multilevel analog switching. The analyzed physical mechanism observed resistive behavior might be conductive filaments formed by oxygen vacancies. Intriguingly, upon organization into memristor-based crossbar arrays, addition simulated multipattern memorization, edge detection on random images can implemented well parallel processing pixels using 3 × 2 array Prewitt filter groups. These are vital functions neural system hardware efficient in-memory systems massive parallelism beyond von Neumann architecture.

Язык: Английский

Процитировано

7

Solid polymer electrolyte-based atomic switches: from materials to mechanisms and applications DOI Creative Commons
Tohru Tsuruoka, Kazuya Terabe

Science and Technology of Advanced Materials, Год журнала: 2024, Номер 25(1)

Опубликована: Апрель 16, 2024

As miniaturization of semiconductor memory devices is reaching its physical and technological limits, there a demand for technologies that operate on new principles. Atomic switches are nanoionic show repeatable resistive switching between high-resistance low-resistance states under bias voltage applications, based the transport metal ions redox reactions in solids. Their essential structure consists an ion conductor sandwiched electrochemically active inert electrodes. This review focuses mechanism atomic utilize solid polymer electrolyte (SPE) as conductor. Owing to superior properties materials such mechanical flexibility, compatibility with various substrates, low fabrication costs, SPE-based promising candidate next-generation volatile nonvolatile memories. Herein, we describe their operating mechanisms key factors controlling device performance different matrices. In particular, effects moisture absorption matrix behavior addressed detail. potential inkjet-printed SPE quantum conductance described. also have great use neuromorphic devices. The development these will be enhanced using nanoarchitectonics concepts, which integrate functional

Язык: Английский

Процитировано

7

Element Regulation and Dimensional Engineering Co-Optimization of Perovskite Memristors for Synaptic Plasticity Applications DOI
Yucheng Wang, Dingyun Guo,

Junyu Jiang

и другие.

ACS Applied Materials & Interfaces, Год журнала: 2024, Номер 16(10), С. 12277 - 12288

Опубликована: Фев. 29, 2024

Capitalizing on rapid carrier migration characteristics and outstanding photoelectric conversion performance, halide perovskite memristors demonstrate an exceptional resistive switching performance. However, they have consistently faced constraints due to material stability issues. This study systematically employs elemental modulation dimension engineering effectively control with different dimensions A-site elements. Compared pure 3D 2D perovskites, the quasi-2D memristor, specifically BA0.15MA0.85PbI3, is identified as optimal choice through observations of (HRS current < 10–5 A, ON/OFF ratio > 103, endurance cycles 1000, retention time 104 s) synaptic plasticity characteristics. Subsequently, a comprehensive investigation into various aspects, including paired-pulse facilitation (PPF), spike-variability-dependent (SVDP), spike-rate-dependent (SRDP), spike-timing-dependent (STDP), conducted. Practical applications, such memory–forgetting–memory recognition Modified National Institute Standards Technology (MNIST) database handwritten data set (accuracy rate reaching 94.8%), are explored successfully realized. article provides good theoretical guidance for synaptic-like simulation in memristors.

Язык: Английский

Процитировано

6

Fully visible light controlled neuro-synaptic ReRAM device based on metal oxide heterojunction DOI Open Access
Saransh Shrivastava, Hsiao-Ni Chi, Stephen Ekaputra Limantoro

и другие.

Applied Physics Letters, Год журнала: 2024, Номер 124(13)

Опубликована: Март 25, 2024

Photoelectric synaptic devices as a combination of electronic synapse and photodetector are considered emerging bio-inspired device technologies. These have immense potential to conquer the bottleneck von Neumann architecture based traditional computing systems. In this Letter, we propose an all-oxide photoelectric neuro-synaptic resistive random access memory with structure ITO/Ga2O3/ZnO/ITO/Glass, in which conductance states reversibly tuned by two different wavelengths (405/522 nm) visible light spectrum. The strength pulse is altered investigate learning forgetting phases response device. A basic biomimetic function “learning-forgetting-rehearsal” behavior imitated up 20 cycles. Moreover, emulation some typical functions such associative switching between short long term plasticities indicate wavelength awareness Based on pure optically induced potentiation/depression characteristics, convolutional neural network simulation achieves overall test accuracy 82.5% for classification Zalando's article images. noise tolerance capability also examined applying “salt pepper” high proportion (75%) corrupt This work may provide promising step toward development transparent electronics optogenetics-inspired neuromorphic computing.

Язык: Английский

Процитировано

6