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A Review of Nanoparticle-Mediated Delivery Systems for RNA-Based Therapeutics. 纳米颗粒介导的rna治疗递送系统研究进展。
IF 3.1 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-10-09 DOI: 10.2174/0118722105390493250915211702
Bhagavathi Sundaram Sivamaruthi, Periyanaina Kesika, Natarajan Vijay, Natarajan Sisubalan

RNA-based therapeutics, such as RNA interference (RNAi) and mRNA therapies, have shown significant potential in treating diseases like cancer, genetic disorders, and respiratory conditions. However, an ongoing challenge is the efficient and targeted delivery of RNA to specific cells while minimizing toxicity and off-target effects. This review examines recent advancements in nanoparticle( s) (NPs) delivery systems, with a focus on RNA-coated liposomes, lipid nanoparticles (LNPs), and size- and surface-modifiable NPs, aiming to overcome the challenges associated with RNA delivery. We also explore the impact of specific patents in this field. The relevant information was collected from the scientific literature. We discussed various NP platforms and their applications, such as RNA-coated liposomes for oral cancer treatment, dry powder formulations of mRNA-loaded LNPs for pulmonary delivery, and LNP-mediated siRNA delivery for respiratory infections. We also explore NP optimization strategies, such as lipid tail modifications for RNA cargos like mRNA and CRISPR/Cas9. These NP-based systems have led to advancements in tumor targeting, intracellular delivery, and RNA release, demonstrating their promise in RNA therapeutics. Relevant patents, such as WO2016044478A1, which details the use of AAV vectors for treating MYOC glaucoma with RNAi targeting MYOC; WO2011158933A1, which describes a siRNA-based pharmaceutical composition for renal fibrosis using liposomes with retinol as a targeting agent; and WO2019173787A1, which specifies bacterial-toxin-derived constructs for oral siRNA delivery, further validate the progress in RNA delivery technologies. Despite these advancements, challenges such as targeting efficiency, endosomal escape, stability, immune system interactions, and scalability still remain. Continued innovation in RNA nanotechnology, drawing on insights from recent patents, is crucial for developing more effective and personalized RNA-based therapies.

基于RNA的疗法,如RNA干扰(RNAi)和mRNA疗法,在治疗癌症、遗传疾病和呼吸系统疾病等疾病方面显示出巨大的潜力。然而,一个持续的挑战是有效和有针对性地将RNA递送到特定细胞,同时最大限度地减少毒性和脱靶效应。本文综述了纳米颗粒(NPs)递送系统的最新进展,重点关注RNA包被脂质体、脂质纳米颗粒(LNPs)以及大小和表面可修饰的NPs,旨在克服与RNA递送相关的挑战。我们还探讨了具体专利在该领域的影响。相关信息是从科学文献中收集的。我们讨论了各种NP平台及其应用,如用于口腔癌治疗的rna包被脂质体,用于肺部递送的mrna负载LNPs干粉制剂,以及用于呼吸道感染的lnp介导的siRNA递送。我们还探索了NP优化策略,如mRNA和CRISPR/Cas9等RNA载体的脂质尾部修饰。这些基于np的系统在肿瘤靶向、细胞内递送和RNA释放方面取得了进展,证明了它们在RNA治疗方面的前景。相关专利,如WO2016044478A1,该专利详细介绍了使用AAV载体用靶向MYOC的RNAi治疗MYOC青光眼;WO2011158933A1,描述了一种基于sirna的用于肾纤维化的药物组合物,使用视黄醇作为靶向剂的脂质体;以及WO2019173787A1,该基因指定了用于口服siRNA的细菌毒素衍生构建体,进一步验证了RNA递送技术的进展。尽管取得了这些进展,但诸如靶向效率、内体逃逸、稳定性、免疫系统相互作用和可扩展性等挑战仍然存在。RNA纳米技术的持续创新,利用最新专利的见解,对于开发更有效和个性化的基于RNA的疗法至关重要。
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引用次数: 0
Resistive Switching in Nanoparticle-Based Nanocomposites. 纳米颗粒基纳米复合材料的电阻开关。
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-07-03 DOI: 10.2174/0118722105319247250606185502
Niko Carstens, Blessing Adejube, Tim Tjardts, Rohit Gupta, Thomas Strunskus, Franz Faupel, Abdou Hassanien, Alexander Vahl

The recent rapid progress in artificial intelligence (AI) and the processing of big data imposes a strong demand to explore novel approaches for robust and efficient hardware solutions. Neuromorphic engineering and brain-inspired electronics take inspiration from biological information pathways in neural assemblies, particularly their fundamental building blocks and organizational principles. In contrast, resistive switching in memristive devices is widely considered an electronic synapse with potential applications in in-memory computing and vector-matrix multiplication. Further aspects of brain-inspired electronics require exploring both organizational principles from individual building units towards connected networks, as well as the resistive switching properties of each unit. In this context, nanogranular matter made of nano-objects, such as nanoparticles or nanowires, has gained considerable research interest due to emergent brain-like, scale-free switching dynamics originating from the self-organization of its building units into connected networks. In this study, we review resistive switching in nanogranular matter featuring metal nanoparticles as their functional building blocks. First, common deposition strategies for nanoparticles, as well as nanoparticle-based nanocomposites, are discussed, and challenges in the investigation of their inherited resistive switching properties are addressed. Secondly, an overview of resistive switching properties in nanogranular matter, ranging from individual nanoparticles over sparse nanoparticle arrangements to highly interconnected nanogranular networks, is provided. Finally, concepts and examples of information processing using nanoparticle networks are outlined.

近年来,人工智能(AI)和大数据处理的快速发展对探索强大高效的硬件解决方案的新方法提出了强烈的需求。神经形态工程和脑启发电子学的灵感来自于神经组件中的生物信息通路,特别是它们的基本构建模块和组织原理。相比之下,忆阻器件中的电阻开关被广泛认为是一种电子突触,在内存计算和向量矩阵乘法中具有潜在的应用。大脑启发电子学的进一步方面需要探索从单个建筑单元到连接网络的组织原则,以及每个单元的电阻开关特性。在这种情况下,由纳米物体(如纳米颗粒或纳米线)组成的纳米颗粒物质,由于其构建单元自组织形成连接网络而产生的类似大脑的无标度开关动力学,已经获得了相当大的研究兴趣。在这项研究中,我们回顾了以金属纳米颗粒为功能构建块的纳米颗粒物质的电阻开关。首先,讨论了纳米颗粒以及纳米颗粒基纳米复合材料的常见沉积策略,并讨论了研究其遗传电阻开关特性的挑战。其次,概述了纳米颗粒物质的电阻开关特性,从稀疏纳米颗粒排列的单个纳米颗粒到高度互连的纳米颗粒网络。最后,概述了利用纳米粒子网络进行信息处理的概念和实例。
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引用次数: 0
Reaction of Decomposition of Hydrogen-containing Components of Aqueous-organic Mixture on Metal Nanoparticles Produced by Laser Synthesis and Ablation Methods. 水-有机混合物中含氢组分在激光合成和烧蚀制备的金属纳米颗粒上的分解反应。
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-06-30 DOI: 10.2174/0118722105373192250531082417
Yulia Y Denisova, Svetlana V Kochemirovskaya, Matanat A Mehrabova, Kamal J Gulmemmedov, Dmitry A Mokhorov, Maxim O Novomlinskii, Ilya D Alyukov, Vladimir A Kochemirovsky

Background: The method of laser deposition of metal nanoparticles from a solution has been considered a promising approach for various applications in microelectronics since the end of the 20th century. Laser-assisted liquid deposition is characterized by very low process rates (millimeters per hour) and high electrical resistance-2-5 orders of magnitude higher than the original materials. This creates obstacles to the development of an efficient and economically attractive technology. In recent years, researchers have been actively looking for other applications for this promising method.

Objective: Therefore, we focused on another side effect of the process: the active release of gas phases of unsaturated hydrocarbons and hydrogen during the reaction. The goal was to explore the potential use of the effect of organic catalysis, which accompanies laser reactions in a liquid medium, in hydrogen energy and controlled organic synthesis.

Methods: The experiments were conducted with respect to water-organic alcohol mixtures of glycerin and isopropanol. V, Zr, Pb, Mo, Zn, and Nb were used as the tested nanocatalysts. A new laboratory laser setup based on a articulated scanner was used to conduct the experiment, allowing the process speed to be increased by 10,000 times. Liquid aqueous-organic phases were studied using GC-MS analysis methods, the gas atmosphere was studied using a portable quadrupole gas mass spectrometer (MS90-400), solid-phase surfaces were studied using a Scanning electron SUPRA 25 microscope, and gravimetric analysis was used.

Results: The results largely confirmed the assumptions regarding the high catalytic activity of metal nanoparticles formed as a result of two competing reactions occurring simultaneously in the laser beam focus in the solution. These are the reactions of liquid laser ablation of metal (PLAL) and liquid laser deposition of metal (LCLD). These reactions lead to the dehydrogenation of saturated hydrocarbons and water, resulting in the formation of hydrogen and unsaturated hydrocarbons. At the same time, a layer of nanoparticles of deposited metal is formed on the solid surface.

Conclusion: This opens up a new potential application for the process: a laser-assisted method for generating hydrogen with the simultaneous generation of unsaturated hydrocarbons for organic synthesis. This is accompanied by the recovery of trace amounts of precious metals, as demonstrated for gold. All three processes are environmentally friendly, which increases the potential positive impact of their practical application after scale-up.

背景:自20世纪末以来,从溶液中激光沉积金属纳米粒子的方法被认为是微电子领域各种应用的有前途的方法。激光辅助液体沉积的特点是极低的工艺速率(毫米/小时)和高电阻-比原始材料高2-5个数量级。这对发展一种有效和经济上有吸引力的技术造成了障碍。近年来,研究人员一直在积极寻找这种有前途的方法的其他应用。目的:因此,我们重点研究了该工艺的另一个副作用:反应过程中不饱和烃和氢的气相主动释放。目的是探索有机催化效应的潜在用途,这种效应伴随着液体介质中的激光反应,在氢能和受控有机合成中。方法:以甘油与异丙醇的水-有机醇混合物为实验对象。采用V、Zr、Pb、Mo、Zn和Nb作为纳米催化剂。实验使用了一种基于铰接扫描仪的新型实验室激光装置,使加工速度提高了1万倍。采用气相色谱-质谱分析方法研究液态水-有机相,采用便携式四极杆气相质谱仪(MS90-400)研究气相气氛,采用扫描电子SUPRA 25显微镜研究固相表面,并采用重量分析方法。结果:该结果在很大程度上证实了关于金属纳米颗粒的高催化活性的假设,这是由于在溶液中的激光束焦点中同时发生两种竞争反应而形成的。这两种反应分别是液体激光烧蚀金属(PLAL)和液体激光沉积金属(llcd)。这些反应导致饱和烃和水的脱氢,从而形成氢和不饱和烃。同时,在固体表面形成一层沉积金属的纳米颗粒。结论:这为该工艺开辟了一个新的潜在应用:一种激光辅助生成氢的方法,同时生成用于有机合成的不饱和烃。这伴随着微量贵金属的回收,正如黄金所证明的那样。这三种工艺都是环保的,这增加了它们在扩大规模后实际应用的潜在积极影响。
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引用次数: 0
AI-based Nanotechnology: Breakthroughs, Applications, Challenges, and the Road Ahead. 基于人工智能的纳米技术:突破、应用、挑战和未来之路。
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-06-27 DOI: 10.2174/0118722105384013250623094407
Ji-Huan He

This editorial article explores the emerging field of AI-based nanotechnology, emphasizing its potential to transform various industries. It details how AI's data-processing capabilities synergies with nanotechnology's manipulation at the nanoscale. Within the medical field, for instance, this synergy has the potential to facilitate precise cancer treatment and early disease detection. The field of manufacturing also stands to benefit from the optimization of nanomaterial production. The article goes on to discuss the potential of AI-based 3D printing and MEMS applications, highlighting the enhancement of capabilities that these technologies offer. Notwithstanding the challenges, including data misuse and integration issues, that are ethically and technically complex, the potential benefits justify the risks. The article calls for collaboration among scientists, policymakers, and industry to foster responsible research and development and to unlock the full potential of this transformative combination, offering solutions to global challenges.

这篇社论文章探讨了基于人工智能的纳米技术的新兴领域,强调了它改变各个行业的潜力。它详细介绍了人工智能的数据处理能力如何与纳米技术在纳米尺度上的操作协同作用。例如,在医疗领域,这种协同作用有可能促进精确的癌症治疗和早期疾病检测。制造领域也将受益于纳米材料生产的优化。文章继续讨论了基于人工智能的3D打印和MEMS应用的潜力,强调了这些技术提供的功能增强。尽管存在挑战,包括数据滥用和集成问题,这些问题在道德和技术上都很复杂,但潜在的好处证明了风险是合理的。这篇文章呼吁科学家、政策制定者和工业界之间进行合作,促进负责任的研究与开发,并释放这种变革性组合的全部潜力,为全球挑战提供解决方案。
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引用次数: 0
Advancing Dye-Sensitized Solar Cells: Synergistic Effects of Polyaniline, Graphene Oxide, and Carbon Nanotubes for Enhanced Efficiency and Sustainability Developments. 推进染料敏化太阳能电池:聚苯胺、氧化石墨烯和碳纳米管对提高效率和可持续发展的协同效应。
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-05-07 DOI: 10.2174/0118722105366556250402051103
Fernando Gomes, Shekhar Bhansali, Viviane Valladão, Daniele Brandão, Gabriel Silva, Fabiola Maranhão, Kaushik Pal, Rossana Thiré, Joyce Araujo, Ariane Batista, Sabu Thomas, Nandakumar Kalarikkal, Samuel O Oluwafemi, Tian Rong Li, Yuhua Wang

This paper provides an in-depth look at the latest developments in dye-sensitized solar cell (DSSC) technology. It focuses on the use of special materials, like polyaniline (PANI), graphene oxide (GO), and carbon nanotubes (CNTs). These materials improve the efficiency and stability of solar cells, and this study offers significant insights into their characteristics and practical uses. This article examines major trends in material selection, structural optimization, and manufacturing procedures by juxtaposing results from scientific literature with advancements in the patent arena, addressing the issues of developing next-generation solar cell designs. We examine the synergistic effects of PANI's stability, GO's electrical conductivity, and CNTs' mechanical strength, highlighting their roles in enhancing light absorption, charge transfer efficiency, and overall device longevity. Bibliometric data from sites, like Scopus and Lens.org, indicate substantial advancements in energy conversion efficiency and decreases in charge transfer resistance. Patents, like WO 2020 and EP3824-B1, illustrate the increasing significance of flexibility, resilience, and scalability in solar cell designs. Biopolymer-based electrolytes made from chitosan, guar gum, and starch are examples of sustainable solutions that show better ionic conductivity and mechanical stability, making them eco-friendly choices. This paper highlights the significance of nano and microfillers in enhancing electron mobility and minimizing resistive losses. Practical implementations, including photovoltaic chargers and flexible solar panels, illustrate the conversion of theoretical advancements into functional technologies. The study delineates future research avenues, promoting the utilization of nanocomposites and catalytic materials to enhance solar cell performance and thus facilitate sustainable and scalable energy solutions to address escalating global energy demands.

本文深入介绍了染料敏化太阳能电池(DSSC)技术的最新进展。它侧重于特殊材料的使用,如聚苯胺(PANI)、氧化石墨烯(GO)和碳纳米管(CNTs)。这些材料提高了太阳能电池的效率和稳定性,这项研究对它们的特性和实际用途提供了重要的见解。本文通过将科学文献的结果与专利领域的进展并置于一起,探讨了材料选择、结构优化和制造过程的主要趋势,解决了开发下一代太阳能电池设计的问题。我们研究了聚苯胺的稳定性、氧化石墨烯的导电性和碳纳米管的机械强度的协同效应,强调了它们在增强光吸收、电荷转移效率和整体器件寿命方面的作用。来自Scopus和Lens.org等网站的文献计量数据表明,在能量转换效率和电荷转移阻力方面取得了实质性进展。专利,如WO 2020和EP3824-B1,说明了太阳能电池设计中灵活性、弹性和可扩展性的重要性日益增加。由壳聚糖、瓜尔胶和淀粉制成的生物聚合物电解质是可持续解决方案的例子,它们具有更好的离子导电性和机械稳定性,是环保的选择。本文强调了纳米和微填料在提高电子迁移率和减小电阻损耗方面的重要意义。实际应用,包括光伏充电器和柔性太阳能电池板,说明了理论进步转化为功能技术。该研究描绘了未来的研究途径,促进纳米复合材料和催化材料的利用,以提高太阳能电池的性能,从而促进可持续和可扩展的能源解决方案,以应对不断增长的全球能源需求。
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引用次数: 0
Recent Advancements, Patents, and Scientific Insights into the Biomedical Soft Robots Using Nanomaterials and Nanotechnology. 使用纳米材料和纳米技术的生物医学软体机器人的最新进展、专利和科学见解。
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-04-15 DOI: 10.2174/0118722105361551250120075141
Vinod Sakhare, Sagar Shelare, P Sekhar Babu, Boppana V Chowdary, Arvind Wadgure, Parag Bute, Shubham Sharma, S Hemalatha, Varinder Singh, Abhinav Kumar, Dražan Kozak, Jasmina Lozanovic

This study investigates the most recent advancements in the field of biomedical soft robotics, with a primary emphasis on the integration of nanomaterials and nanotechnology. It underscores the biocompatibility, flexibility, and performance of soft robots by emphasizing critical advancements in nanomaterials, robotics, and biomedical applications. Nanomaterials can improve the biocompatibility and mechanical qualities of soft robots used in tissue engineering and regenerative medicine. Nanotechnology enables the development of flexible and elastic electronics, which may be integrated into soft robotics. This study also analyzes recent patents, offering a viewpoint on emerging technologies and their potential impact on medical diagnostics, therapeutic delivery systems, and minimally invasive procedures. The scientific developments and patents with the functioning and operating mechanisms of soft robots, as well as the problems of constructing biomedical soft robots with nanomaterials and nanotechnology, are examined in this critical study. Moreover, it also examines current advancements, patents, technological challenges, and future trends in nanomaterials and nanotechnology used in biomedical soft robotics.

本研究调查了生物医学软机器人领域的最新进展,主要侧重于纳米材料和纳米技术的集成。它通过强调纳米材料、机器人技术和生物医学应用的关键进展,强调了软体机器人的生物相容性、灵活性和性能。纳米材料可以提高软体机器人的生物相容性和机械质量,用于组织工程和再生医学。纳米技术使柔性和弹性电子产品的发展成为可能,这些电子产品可以集成到软机器人中。本研究也分析了最近的专利,提供了新兴技术及其对医疗诊断、治疗输送系统和微创手术的潜在影响的观点。在这个关键的研究中,研究了软机器人的功能和操作机制的科学发展和专利,以及用纳米材料和纳米技术构建生物医学软机器人的问题。此外,它还研究了生物医学软机器人中使用的纳米材料和纳米技术的当前进展、专利、技术挑战和未来趋势。
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引用次数: 0
Bibliometric Analysis of Single-Atom Catalysis: A Scoping Review. 单原子催化的文献计量分析:范围审查。
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-02-24 DOI: 10.2174/0118722105347268250206063445
Muffarih Shah, Noor Majeed, Asif Ali, Abdul Hameed, Touseef Rehan, Nasrullah Shah

Background: Single-Atom Catalysts (SACs) are heterogeneous catalysts that demonstrate exceptional efficiency and selectivity due to the use of individual metal atoms at the atomic scale. The substantial number of patents filed on SACs underscore their commercial and technological importance, highlighting their potential across various industries. SACs are increasingly applied in areas such as energy generation, environmental applications, and chemical synthesis, reflecting their growing scientific and technical importance.

Objectives: The objective of this study was to conduct a comprehensive evaluation of existing literature on SACs and the use of bibliometric analysis to identify scientific output and topic patterns of research on SACs.

Methods: A bibliometric analysis was performed on 488 papers related to SACs, utilizing the Web of Science database of data collection. Analysis of Co-occurrence of keywords, trending research topics, Citation analysis, Publication areas, the five-year record of Publications, and funding sources were examined using VOS viewer, R software, and Microsoft Excel.

Results: The analysis indicates a steady growth in publication on SACs in recent years, with China leading in research output followed closely by the USA. The highlighting of the global impact and the collaborative nature of SAC research. The study reveals a diverse range of applications and emphasizes the increasing scientific and technical focus on this subject.

Conclusion: This study highlights the essential role of SACs in advancing catalytic science and maps key trends, collaborations, and applications within the field. The bibliometric insights provide valuable guidance for the researchers, pointing to potential applications in energy storage, environmental remediation, and sustainable chemical synthesis. Emerging challenges, such as stability, scalability, and the development of new materials, call for further investigation to unlock the full potential of SACs. These insights support future innovation and exploration in the expanding field of SAC research.

背景:单原子催化剂(SACs)是一种多相催化剂,由于在原子尺度上使用单个金属原子而表现出优异的效率和选择性。sac申请的大量专利强调了它们在商业和技术上的重要性,突出了它们在各个行业的潜力。sac越来越多地应用于能源生产、环境应用和化学合成等领域,反映了它们日益增长的科学和技术重要性。目的:本研究的目的是对sac的现有文献进行综合评估,并使用文献计量学分析来确定sac研究的科学产出和主题模式。方法:利用Web of Science数据收集数据库,对488篇SACs相关论文进行文献计量学分析。使用VOS查看器、R软件和Microsoft Excel对关键词共现分析、趋势研究主题、引文分析、出版领域、出版物五年记录和资金来源进行了检查。结果:分析表明,近年来sac的发表量稳步增长,其中中国的研究产出领先,美国紧随其后。突出SAC研究的全球影响和合作性质。该研究揭示了其广泛的应用范围,并强调了对该主题日益增长的科学和技术关注。结论:本研究强调了sac在推进催化科学方面的重要作用,并描绘了该领域的关键趋势、合作和应用。文献计量学的见解为研究人员提供了有价值的指导,指出了在能源储存、环境修复和可持续化学合成方面的潜在应用。新出现的挑战,如稳定性、可扩展性和新材料的开发,需要进一步研究,以释放sac的全部潜力。这些见解支持SAC研究领域的未来创新和探索。
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引用次数: 0
Advances in Neuromorphic Computing Devices: Insights on Both Conventional and Unconventional Architectures. 神经形态计算设备的进展:对传统和非常规架构的见解。
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-02-10 DOI: 10.2174/0118722105335459241210043513
Davide Decastri, Francesca Borghi

Neuromorphic circuits and devices have been introduced in the last decades as elements of a key strategy for developing of new paradigms of computation, inspired by the intent to mimic elementary neuron structure and biological mechanisms, for the overcoming of energy and timeconsuming bottlenecks achieved by digital computing (DC) technologies. Although the term "neuromorphic" is in common use, its meaning is often misunderstood and indistinctly associated with many different technologies, based on both conventional and unconventional electronic components and architectures. Here an overview of the different technological strategies used for developing neuromorphic computing systems is proposed, with an insight on the neuromorphic features they implement and a special focus on the technological strategies and patents that exploit unconventional computing paradigms.

在过去的几十年里,神经形态电路和设备作为发展计算新范式的关键战略要素被引入,其灵感来自于模拟基本神经元结构和生物机制的意图,以克服数字计算(DC)技术所实现的能量和时间瓶颈。尽管“神经形态”一词被广泛使用,但它的含义经常被误解,并与许多基于传统和非传统电子元件和架构的不同技术模糊地联系在一起。本文概述了用于开发神经形态计算系统的不同技术策略,深入了解了它们实现的神经形态特征,并特别关注了利用非常规计算范式的技术策略和专利。
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引用次数: 0
Introduction to Memristive Mechanisms and Models. 忆忆机制与模型导论。
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-01-24 DOI: 10.2174/0118722105327900250115102034
Davide Cipollini, Lambert Schomaker

The increase in computational power demand led by the development of Artificial Intelligence is rapidly becoming unsustainable. New paradigms of computation, which potentially differ from digital computation, together with novel hardware architecture and devices, are anticipated to reduce the exorbitant energy demand for data-processing tasks. Memristive systems with resistive switching behavior are under intense research, given their prominent role in the fabrication of memory devices that promise the desired hardware revolution in our intensive data-driven era. They are suggested to provide the hardware substrate to scale up computational capabilities while improving their energy expenditure and speed. This work provides an orientation map for those interested in the vast topic of memristive systems with application to neuromorphic computing. We address the description of the most notable emerging devices and we illustrate models that capture the complex dynamical behavior of these systems under the dynamical-systems framework developed by Chua. We then review the memristive behavior under the perspective of statistical physics and percolation theory suited to describe fluctuations and disorder which are otherwise precluded in the dynamical-system approach. Percolation theory allows the investigation of these systems at the mesoscopic level, enabling material-independent modeling of non-linear conductance networks. We finally discuss recent and less recent successes in deep learning methods that bridge the field of physics-based and biological- inspired neuromorphic computing.

人工智能的发展导致的计算能力需求的增长正在迅速变得不可持续。新的计算范式,可能与数字计算不同,加上新的硬件架构和设备,预计将减少数据处理任务的过高能源需求。具有电阻开关行为的记忆系统正处于激烈的研究之中,因为它们在存储设备的制造中发挥着重要作用,有望在我们这个密集的数据驱动时代实现所需的硬件革命。他们建议提供硬件衬底,以扩大计算能力,同时改善其能量消耗和速度。这项工作为那些对记忆系统在神经形态计算中的应用感兴趣的人提供了一个方向图。我们讨论了最引人注目的新兴设备的描述,并说明了在Chua开发的动力系统框架下捕获这些系统复杂动力学行为的模型。然后,我们在统计物理和渗透理论的视角下回顾了记忆行为,这些理论适合于描述波动和无序,否则在动力系统方法中就会被排除。渗透理论允许在介观水平上对这些系统进行研究,从而实现与材料无关的非线性电导网络建模。我们最后讨论了最近和最近在深度学习方法方面取得的成功,这些方法连接了基于物理和受生物启发的神经形态计算领域。
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引用次数: 0
Fabrication with Characterization of Single-Walled Carbon Nanotube Thin Film Transistor (CNT-TFT) by Spin Coating Method for Flat Panel Display. 平板显示器用自旋镀膜法制备单壁碳纳米管薄膜晶体管(CNT-TFT)及其表征。
IF 2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-01-23 DOI: 10.2174/0118722105318225241021042955
Vijai Meyyappan Moorthy, R Venkatesan, Viranjay M Srivastava

Background: Thin Film Transistors (TFTs) are increasingly prevalent electrical components in display products, ranging from smartphones to diagonal flat panel TVs. The limitations in existing TFT technologies, such as high-temperature processing, carrier mobility, lower ON/OFF ratio, device mobility, and thermal stability, result in the search for new semiconductor materials with superior properties.

Objective: The main objective of this present work is to fabrícate the efficient Single-Walled Carbon Nanotube Thin Film Transistor (TFT) for flat panel display.

Methods: Carbon Nano-Tubes (CNTs) are a promising semiconductor material for TFT devices due to their one-dimensional structure and exceptional characteristics. In this research work, the CNTTFTs have been fabricated using nano-fabrication techniques with a spin process. The fabricated devices have been characterized for structural, morphological, and electrical characteristics.

Results: The 20 μm channel length and 30 μm channel width fabricated device produces about 1.3 nA, which lies in the practical range of operating TFTs reported previously. Compared to reported patents and published works, this demonstrates a significant improvement.

Conclusion: Further guidelines and limitations of this fabrication method are also discussed for future efficient device fabrication.

背景:薄膜晶体管(TFTs)是显示产品中越来越普遍的电子元件,从智能手机到对角平板电视。现有TFT技术的局限性,如高温处理、载流子迁移率、较低的开/关比、器件迁移率和热稳定性,导致寻找具有优越性能的新型半导体材料。目的:本研究的主要目的是fabrícate用于平板显示的高效单壁碳纳米管薄膜晶体管(TFT)。方法:碳纳米管(Carbon Nano-Tubes, CNTs)由于其一维结构和优异的性能,是一种很有前途的TFT器件半导体材料。在本研究中,采用自旋纳米加工技术制备了cnttft。所制备的器件具有结构、形态和电学特征。结果:通道长度为20 μm,通道宽度为30 μm的器件产生约1.3 nA,处于先前报道的实际工作范围内。与已报告的专利和已发表的作品相比,这表明了显著的改进。结论:进一步讨论了该制备方法的指导原则和局限性,为未来高效的器件制备提供了依据。
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Recent Patents on Nanotechnology
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