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Unveiling the distinctive mechanical and thermal properties of γ-GeSe 揭示γ-GeSe独特的机械和热特性。
IF 13.4 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-07-15 DOI: 10.1186/s40580-024-00436-3
Jinsub Park, Yugyeong Je, Joonho Kim, Je Myoung Park, Joong-Eon Jung, Hyeonsik Cheong, Sang Wook Lee, Kwanpyo Kim

γ-GeSe is a newly identified polymorph among group-IV monochalcogenides, characterized by a distinctive interatomic bonding configuration. Despite its promising applications in electrical and thermal domains, the experimental verification of its mechanical and thermal properties remains unreported. Here, we experimentally characterize the in-plane Young’s modulus (E) and thermal conductivity ((:kappa:)) of γ-GeSe. The mechanical vibrational modes of freestanding γ-GeSe flakes are measured using optical interferometry. Nano-indentation via atomic force microscopy is also conducted to induce mechanical deformation and to extract the E. Comparison with finite-element simulations reveals that the E is 97.3(:pm:)7.5 GPa as determined by optical interferometry and 109.4(:pm:)13.5 GPa as established through the nano-indentation method. Additionally, optothermal Raman spectroscopy reveals that γ-GeSe has a lattice thermal conductivity of 2.3 (:pm:) 0.4 Wm−1K−1 and a total thermal conductivity of 7.5 (:pm:) 0.4 Wm−1K−1 in the in-plane direction at room temperature. The notably high (:E/kappa:) ratio in γ-GeSe, compared to other layered materials, underscores its distinctive structural and dynamic characteristics.

γ-锗硒是第四族单质中新发现的一种多晶体,具有独特的原子间成键构型。尽管γ-GeSe 在电学和热学领域有着广阔的应用前景,但其机械和热学特性的实验验证仍未见报道。在此,我们通过实验表征了 γ-GeSe 的面内杨氏模量(E)和热导率([公式:见正文])。我们使用光学干涉测量法测量了独立γ-GeSe 薄片的机械振动模式。与有限元模拟进行比较后发现,光学干涉仪测定的 E 值为 97.3[式:见正文]7.5GPa,纳米压痕法测定的 E 值为 109.4[式:见正文]13.5GPa。此外,光热拉曼光谱显示,γ-GeSe 在室温下的晶格热导率为 2.3 [式:见正文] 0.4 Wm-1K-1,面内方向的总热导率为 7.5 [式:见正文] 0.4 Wm-1K-1。与其他层状材料相比,γ-GeSe 的[计算公式:见正文]比率明显较高,这突显了其独特的结构和动态特性。
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引用次数: 0
Bacteria extracellular vesicle as nanopharmaceuticals for versatile biomedical potential 细菌胞外囊泡作为纳米药物,具有多方面的生物医学潜力。
IF 13.4 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-07-11 DOI: 10.1186/s40580-024-00434-5
Ming Yao Ho, Songhan Liu, Bengang Xing

Bacteria extracellular vesicles (BEVs), characterized as the lipid bilayer membrane-surrounded nanoparticles filled with molecular cargo from parent cells, play fundamental roles in the bacteria growth and pathogenesis, as well as facilitating essential interaction between bacteria and host systems. Notably, benefiting from their unique biological functions, BEVs hold great promise as novel nanopharmaceuticals for diverse biomedical potential, attracting significant interest from both industry and academia. Typically, BEVs are evaluated as promising drug delivery platforms, on account of their intrinsic cell-targeting capability, ease of versatile cargo engineering, and capability to penetrate physiological barriers. Moreover, attributing to considerable intrinsic immunogenicity, BEVs are able to interact with the host immune system to boost immunotherapy as the novel nanovaccine against a wide range of diseases. Towards these significant directions, in this review, we elucidate the nature of BEVs and their role in activating host immune response for a better understanding of BEV-based nanopharmaceuticals’ development. Additionally, we also systematically summarize recent advances in BEVs for achieving the target delivery of genetic material, therapeutic agents, and functional materials. Furthermore, vaccination strategies using BEVs are carefully covered, illustrating their flexible therapeutic potential in combating bacterial infections, viral infections, and cancer. Finally, the current hurdles and further outlook of these BEV-based nanopharmaceuticals will also be provided.

Graphical Abstract

细菌胞外囊泡(BEVs)是一种脂质双层膜包围的纳米颗粒,充满了来自母细胞的分子货物,在细菌生长和致病过程中发挥着重要作用,并促进细菌与宿主系统之间的重要相互作用。值得注意的是,得益于其独特的生物功能,BEVs 很有希望成为新型纳米药物,具有多种生物医学潜力,吸引了工业界和学术界的极大兴趣。通常情况下,BEV 因其固有的细胞靶向能力、多功能货物工程的简易性以及穿透生理屏障的能力而被评估为前景广阔的药物输送平台。此外,由于 BEV 本身具有相当强的免疫原性,它还能与宿主免疫系统相互作用,作为新型纳米疫苗促进免疫疗法,防治多种疾病。朝着这些重要的方向,我们在这篇综述中阐明了 BEV 的性质及其在激活宿主免疫反应中的作用,以便更好地理解基于 BEV 的纳米药物的开发。此外,我们还系统总结了 BEV 在实现遗传物质、治疗剂和功能材料的靶向递送方面的最新进展。此外,我们还仔细介绍了使用 BEV 的疫苗接种策略,说明了 BEV 在抗击细菌感染、病毒感染和癌症方面的灵活治疗潜力。最后,还将介绍这些基于 BEV 的纳米药物目前面临的障碍和未来展望。
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引用次数: 0
Correction: 3D-printed wound dressing platform for protein administration based on alginate and zinc oxide tetrapods 更正:基于海藻酸盐和四氧化锌的三维打印伤口敷料平台,用于蛋白质给药。
IF 13.4 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-07-08 DOI: 10.1186/s40580-024-00433-6
Philipp Schadte, Franziska Rademacher, Gerrit Andresen, Marie Hellfritzsch, Haoyi Qiu, Gregor Maschkowitz, Regine Gläser, Nina Heinemann, Daniel Drücke, Helmut Fickenscher, Regina Scherließ, Jürgen Harder, Rainer Adelung, Leonard Siebert
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引用次数: 0
Monodispersed mesoscopic star-shaped gold particles via silver-ion-assisted multi-directional growth for highly sensitive SERS-active substrates 通过银离子辅助多向生长获得单分散介观星形金颗粒,用于高灵敏度 SERS 活性基底。
IF 13.4 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-07-04 DOI: 10.1186/s40580-024-00435-4
Sumin Kim, Sunghoon Yoo, Dong Hwan Nam, Hayoung Kim, Jason H. Hafner, Seunghyun Lee

Surface-enhanced Raman scattering (SERS) exploits localized surface plasmon resonances in metallic nanostructures to significantly amplify Raman signals and perform ultrasensitive analyses. A critical factor for SERS-based analysis systems is the formation of numerous electromagnetic hot spots within the nanostructures, which represent regions with highly concentrated fields emerging from excited localized surface plasmons. These intense hotspot fields can amplify the Raman signal by several orders of magnitude, facilitating analyte detection at extremely low concentrations and highly sensitive molecular identification at the single-nanoparticle level. In this study, mesoscopic star-shaped gold particles (gold mesostars) were synthesized using a three-step seed-mediated growth approach coupled with the addition of silver ions. Our study confirms the successful synthesis of gold mesostars with numerous sharp tips via the multi-directional growth effect induced by the underpotential deposition of silver adatoms (AgUPD) onto the gold surfaces. The AgUPD process affects the nanocrystal growth kinetics of the noble metal and its morphological evolution, thereby leading to intricate nanostructures with high-index facets and protruding tips or branches. Mesoscopic gold particles with a distinctive star-like morphology featuring multiple sharp projections from the central core were synthesized by exploiting this phenomenon. Sharp tips of the gold mesostars facilitate intense localized electromagnetic fields, which result in strong SERS enhancements at the single-particle level. Electromagnetic fields can be further enhanced by interparticle hot spots in addition to the intraparticle local field enhancements when arranged in multilayered arrays on substrates, rendering these arrays as highly efficient SERS-active substrates with improved sensitivity. Evaluation using Raman-tagged analytes revealed a higher SERS signal intensity compared to that of individual mesostars because of interparticle hot spots enhancements. These substrates enabled analyte detection at a concentration of 10− 9 M, demonstrating their remarkable sensitivity for trace analysis applications.

表面增强拉曼散射(SERS)利用金属纳米结构中的局部表面等离子体共振来显著放大拉曼信号并进行超灵敏分析。基于 SERS 的分析系统的一个关键因素是在纳米结构中形成大量电磁热点,这些热点代表了由激发的局部表面等离子体产生的高度集中场区域。这些强烈的热点场可将拉曼信号放大几个数量级,有助于在极低浓度下检测分析物,并在单纳米粒子水平上进行高灵敏度的分子识别。本研究采用三步种子介导生长法和银离子添加法合成了中观星形金粒子(金介星)。我们的研究证实,通过银原子在金表面的欠电位沉积(AgUPD)诱导的多向生长效应,成功合成了具有无数尖锐尖端的金介星。AgUPD 过程会影响贵金属的纳米晶体生长动力学及其形态演变,从而产生具有高指数刻面和突出尖端或分支的复杂纳米结构。利用这一现象合成出了具有独特星状形态的中观金粒子,其特征是从中心核心开始的多个尖锐突起。金介星的尖锐尖端可产生强烈的局部电磁场,从而在单颗粒水平上产生强烈的 SERS 增强效应。在基底上排列成多层阵列时,除了粒子内局部场增强外,粒子间热点还能进一步增强电磁场,从而使这些阵列成为具有更高灵敏度的高效 SERS 活性基底。使用拉曼标记分析物进行的评估显示,由于粒子间热点增强,与单个介质相比,SERS 信号强度更高。这些基底能够在 10- 9 M 的浓度下检测分析物,证明了它们在痕量分析应用中的卓越灵敏度。
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引用次数: 0
Two-dimensional material-based memristive devices for alternative computing 用于替代计算的基于二维材料的记忆器件。
IF 13.4 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-06-27 DOI: 10.1186/s40580-024-00432-7
Jey Panisilvam, Ha Young Lee, Sujeong Byun, Daniel Fan, Sejeong Kim

Two-dimensional (2D) materials have emerged as promising building blocks for next generation memristive devices, owing to their unique electronic, mechanical, and thermal properties, resulting in effective switching mechanisms for charge transport. Memristors are key components in a wide range of applications including neuromorphic computing, which is becoming increasingly important in artificial intelligence applications. Crossbar arrays are an important component in the development of hardware-based neural networks composed of 2D materials. In this paper, we summarize the current state of research on 2D material-based memristive devices utilizing different switching mechanisms, along with the application of these devices in neuromorphic crossbar arrays. Additionally, we discuss the challenges and future directions for the field.

二维(2D)材料具有独特的电子、机械和热特性,可形成有效的电荷传输开关机制,因此已成为下一代忆阻器的理想构件。忆阻器是包括神经形态计算在内的广泛应用中的关键元件,而神经形态计算在人工智能应用中正变得越来越重要。在由二维材料组成的基于硬件的神经网络的开发过程中,交叉条阵列是一个重要的组成部分。在本文中,我们总结了利用不同开关机制的基于二维材料的忆阻器件的研究现状,以及这些器件在神经形态交叉条阵列中的应用。此外,我们还讨论了该领域面临的挑战和未来发展方向。
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引用次数: 0
Engineering extracellular vesicles for ROS scavenging and tissue regeneration 清除 ROS 和组织再生的细胞外囊泡工程。
IF 13.4 2区 材料科学 Q1 Engineering Pub Date : 2024-06-26 DOI: 10.1186/s40580-024-00430-9
Ahmed Abdal Dayem, Ellie Yan, Minjae Do, Yoojung Kim, Yeongseo Lee, Ssang-Goo Cho, Deok-Ho Kim

Stem cell therapy holds promise for tissue regeneration, yet significant challenges persist. Emerging as a safer and potentially more effective alternative, extracellular vesicles (EVs) derived from stem cells exhibit remarkable abilities to activate critical signaling cascades, thereby facilitating tissue repair. EVs, nano-scale membrane vesicles, mediate intercellular communication by encapsulating a diverse cargo of proteins, lipids, and nucleic acids. Their therapeutic potential lies in delivering cargos, activating signaling pathways, and efficiently mitigating oxidative stress—an essential aspect of overcoming limitations in stem cell-based tissue repair. This review focuses on engineering and applying EVs in tissue regeneration, emphasizing their role in regulating reactive oxygen species (ROS) pathways. Additionally, we explore strategies to enhance EV therapeutic activity, including functionalization and incorporation of antioxidant defense proteins. Understanding these molecular mechanisms is crucial for optimizing EV-based regenerative therapies. Insights into EV and ROS signaling modulation pave the way for targeted and efficient regenerative therapies harnessing the potential of EVs.

干细胞疗法为组织再生带来了希望,但仍存在重大挑战。从干细胞中提取的细胞外囊泡(EVs)作为一种更安全、可能更有效的替代品,展现出激活关键信号级联的非凡能力,从而促进组织修复。EVs是纳米级膜囊泡,通过包裹蛋白质、脂质和核酸等多种货物,介导细胞间的交流。它们的治疗潜力在于运送货物、激活信号通路和有效缓解氧化应激--这是克服干细胞组织修复局限性的一个重要方面。这篇综述侧重于组织再生工程和应用EVs,强调EVs在调节活性氧(ROS)途径中的作用。此外,我们还探讨了增强EV治疗活性的策略,包括功能化和加入抗氧化防御蛋白。了解这些分子机制对于优化基于 EV 的再生疗法至关重要。对EV和ROS信号调节的深入了解为利用EV的潜力进行有针对性的高效再生疗法铺平了道路。
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引用次数: 0
Nanoplasmonic sensors for extracellular vesicles and bacterial membrane vesicles 用于细胞外囊泡和细菌膜泡的纳米质子传感器。
IF 13.4 2区 材料科学 Q1 Engineering Pub Date : 2024-06-25 DOI: 10.1186/s40580-024-00431-8
Aparna Neettiyath, Kyungwha Chung, Wenpeng Liu, Luke P. Lee

Extracellular vesicles (EVs) are promising tools for the early diagnosis of diseases, and bacterial membrane vesicles (MVs) are especially important in health and environment monitoring. However, detecting EVs or bacterial MVs presents significant challenges for the clinical translation of EV-based diagnostics. In this Review, we provide a comprehensive discussion on the basics of nanoplasmonic sensing and emphasize recent developments in nanoplasmonics-based optical sensors to effectively identify EVs or bacterial MVs. We explore various nanoplasmonic sensors tailored for EV or bacterial MV detection, emphasizing the application of localized surface plasmon resonance through gold nanoparticles and their multimers. Additionally, we highlight advanced EV detection techniques based on surface plasmon polaritons using plasmonic thin film and nanopatterned structures. Furthermore, we evaluate the improved detection capability of surface-enhanced Raman spectroscopy in identifying and classifying these vesicles, aided by plasmonic nanostructures. Nanoplasmonic sensing techniques have remarkable precision and sensitivity, making them a potential tool for accurate EV detection in clinical applications, facilitating point-of-care molecular diagnostics. Finally, we summarize the challenges associated with nanoplasmonic EV or bacterial MV sensors and offer insights into potential future directions for this evolving field.

Graphical Abstract

细胞外囊泡(EVs)是一种很有前途的疾病早期诊断工具,而细菌膜囊泡(MVs)在健康和环境监测中尤为重要。然而,EV 或细菌膜泡的检测对基于 EV 的诊断方法的临床转化提出了巨大挑战。在本综述中,我们将全面讨论纳米光子传感的基本原理,并重点介绍基于纳米光子学的光学传感器在有效识别 EV 或细菌 MV 方面的最新进展。我们探讨了为检测 EV 或细菌 MV 量身定制的各种纳米质子传感器,强调了通过金纳米粒子及其多聚体实现局部表面质子共振的应用。此外,我们还重点介绍了基于表面等离子体极化子的先进 EV 检测技术,该技术使用了等离子体薄膜和纳米图案结构。此外,我们还评估了在质子纳米结构的帮助下,表面增强拉曼光谱在识别和分类这些囊泡方面所提高的检测能力。纳米质子传感技术具有卓越的精确度和灵敏度,使其成为临床应用中准确检测 EV 的潜在工具,从而促进了床旁分子诊断。最后,我们总结了与纳米质谱 EV 或细菌 MV 传感器相关的挑战,并对这一不断发展的领域未来的潜在方向提出了见解。
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引用次数: 0
SERS biosensors for liquid biopsy towards cancer diagnosis by detection of various circulating biomarkers: current progress and perspectives 用于液体活检的 SERS 生物传感器,通过检测各种循环生物标记物诊断癌症:当前进展与前景。
IF 11.7 2区 材料科学 Q1 Engineering Pub Date : 2024-05-29 DOI: 10.1186/s40580-024-00428-3
Nana Lyu, Amin Hassanzadeh-Barforoushi, Laura M. Rey Gomez, Wei Zhang, Yuling Wang

Liquid biopsy has emerged as a promising non-invasive strategy for cancer diagnosis, enabling the detection of various circulating biomarkers, including circulating tumor cells (CTCs), circulating tumor nucleic acids (ctNAs), circulating tumor-derived small extracellular vesicles (sEVs), and circulating proteins. Surface-enhanced Raman scattering (SERS) biosensors have revolutionized liquid biopsy by offering sensitive and specific detection methodologies for these biomarkers. This review comprehensively examines the application of SERS-based biosensors for identification and analysis of various circulating biomarkers including CTCs, ctNAs, sEVs and proteins in liquid biopsy for cancer diagnosis. The discussion encompasses a diverse range of SERS biosensor platforms, including label-free SERS assay, magnetic bead-based SERS assay, microfluidic device-based SERS system, and paper-based SERS assay, each demonstrating unique capabilities in enhancing the sensitivity and specificity for detection of liquid biopsy cancer biomarkers. This review critically assesses the strengths, limitations, and future directions of SERS biosensors in liquid biopsy for cancer diagnosis.

液体活检已成为一种前景广阔的非侵入性癌症诊断策略,可检测各种循环生物标记物,包括循环肿瘤细胞(CTC)、循环肿瘤核酸(ctNA)、循环肿瘤衍生小细胞外囊泡(sEV)和循环蛋白质。表面增强拉曼散射(SERS)生物传感器为这些生物标记物提供了灵敏而特异的检测方法,从而彻底改变了液体活检。这篇综述全面探讨了基于 SERS 的生物传感器在用于癌症诊断的液体活检中用于识别和分析各种循环生物标记物(包括 CTC、ctNA、sEV 和蛋白质)的应用。讨论涵盖了多种 SERS 生物传感器平台,包括无标记 SERS 检测、基于磁珠的 SERS 检测、基于微流控装置的 SERS 系统和基于纸张的 SERS 检测,每种平台都在提高检测液体活检癌症生物标记物的灵敏度和特异性方面展示了独特的能力。这篇综述认真评估了 SERS 生物传感器在液体活检癌症诊断中的优势、局限性和未来发展方向。
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引用次数: 0
Emergence of two distinct phase transitions in monolayer CoSe2 on graphene 石墨烯上单层 CoSe2 出现两种截然不同的相变。
IF 11.7 2区 材料科学 Q1 Engineering Pub Date : 2024-05-24 DOI: 10.1186/s40580-024-00427-4
Tae Gyu Rhee, Nguyen Huu Lam, Yeong Gwang Kim, Minseon Gu, Jinwoong Hwang, Aaron Bostwick, Sung-Kwan Mo, Seung-Hyun Chun, Jungdae Kim, Young Jun Chang, Byoung Ki Choi

Dimensional modifications play a crucial role in various applications, especially in the context of device miniaturization, giving rise to novel quantum phenomena. The many-body dynamics induced by dimensional modifications, including electron-electron, electron-phonon, electron-magnon and electron-plasmon coupling, are known to significantly affect the atomic and electronic properties of the materials. By reducing the dimensionality of orthorhombic CoSe2 and forming heterostructure with bilayer graphene using molecular beam epitaxy, we unveil the emergence of two types of phase transitions through angle-resolved photoemission spectroscopy and scanning tunneling microscopy measurements. We disclose that the 2 × 1 superstructure is associated with charge density wave induced by Fermi surface nesting, characterized by a transition temperature of 340 K. Additionally, another phase transition at temperature of 160 K based on temperature dependent gap evolution are observed with renormalized electronic structure induced by electron-boson coupling. These discoveries of the electronic and atomic modifications, influenced by electron-electron and electron-boson interactions, underscore that many-body physics play significant roles in understanding low-dimensional properties of non-van der Waals Co-chalcogenides and related heterostructures.

Graphical Abstract

Two different pseudo-gaps and corresponding phase transitions are observed in monolayer orthorhombic CoSe2 grown on graphene substrates.

在各种应用中,特别是在设备微型化的背景下,尺寸改性起着至关重要的作用,并引发了新的量子现象。众所周知,由尺寸修饰引起的多体动力学,包括电子-电子、电子-声子、电子-磁子和电子-等离子体耦合,会显著影响材料的原子和电子特性。通过降低正交态 CoSe2 的尺寸,并利用分子束外延技术与双层石墨烯形成异质结构,我们通过角度分辨光发射光谱和扫描隧道显微镜测量揭示了两种相变的出现。我们发现,2 × 1 超结构与费米面嵌套诱导的电荷密度波有关,其过渡温度为 340 K。此外,我们还观察到另一种相变,其温度为 160 K,基于电子-玻色子耦合诱导的重规范化电子结构的温度依赖性间隙演化。这些受电子-电子和电子-玻色子相互作用影响的电子和原子修饰的发现,强调了多体物理学在理解非范德华共钙钛矿及相关异质结构的低维特性方面发挥着重要作用。
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引用次数: 0
Demonstration of an energy-efficient Ising solver composed of Ovonic threshold switch (OTS)-based nano-oscillators (OTSNOs) 演示由基于奥弗尼克阈值开关(OTS)的纳米振荡器(OTSNO)组成的高能效伊辛求解器。
IF 11.7 2区 材料科学 Q1 Engineering Pub Date : 2024-05-23 DOI: 10.1186/s40580-024-00429-2
Young Woong Lee, Seon Jeong Kim, Jaewook Kim, Sangheon Kim, Jongkil Park, YeonJoo Jeong, Gyu Weon Hwang, Seongsik Park, Bae Ho Park, Suyoun Lee

As there is an increasing need for an efficient solver of combinatorial optimization problems, much interest is paid to the Ising machine, which is a novel physics-driven computing system composed of coupled oscillators mimicking the dynamics of the system of coupled electronic spins. In this work, we propose an energy-efficient nano-oscillator, called OTSNO, which is composed of an Ovonic Threshold Switch (OTS) and an electrical resistor. We demonstrate that the OTSNO shows the synchronization behavior, an essential property for the realization of an Ising machine. Furthermore, we have discovered that the capacitive coupling is advantageous over the resistive coupling for the hardware implementation of an Ising solver by providing a larger margin of the variations of components. Finally, we implement an Ising machine composed of capacitively-coupled OTSNOs to demonstrate that the solution to a 14-node MaxCut problem can be obtained in 40 µs while consuming no more than 2.3 µJ of energy. Compared to a previous hardware implementation of the phase-transition nano-oscillator (PTNO)-based Ising machine, the OTSNO-based Ising machine in this work shows the performance of the increased speed by more than one order while consuming less energy by about an order.

由于对组合优化问题高效求解器的需求与日俱增,人们对伊辛机产生了浓厚的兴趣。伊辛机是一种新颖的物理驱动计算系统,由模仿电子自旋耦合系统动态的耦合振荡器组成。在这项工作中,我们提出了一种名为 OTSNO 的高能效纳米振荡器,它由一个阈值开关(Ovonic Threshold Switch,OTS)和一个电阻器组成。我们证明,OTSNO 具有同步行为,这是实现伊辛机的基本特性。此外,我们还发现,与电阻耦合相比,电容耦合具有更大的元件变化余量,因而在硬件实现伊兴求解器方面更具优势。最后,我们实现了一个由电容耦合 OTSNO 组成的 Ising 仿真器,证明 14 节点 MaxCut 问题的求解可以在 40 µs 内完成,同时消耗的能量不超过 2.3 µJ。与之前基于相变纳米振荡器(PTNO)的伊兴机的硬件实现相比,这项工作中基于 OTSNO 的伊兴机显示出速度提高了一个数量级以上,而能耗降低了约一个数量级的性能。
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引用次数: 0
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Nano Convergence
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