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Anisotropic magnetic interactions in a candidate Kitaev spin liquid close to a metal-insulator transition 接近金属绝缘体跃迁的候选基塔耶夫自旋液体中的各向异性磁相互作用
IF 5.4 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-11-29 DOI: 10.1038/s42005-024-01873-6
Zeyu Ma, Danrui Ni, David A. S. Kaib, Kylie MacFarquharson, John S. Pearce, Robert J. Cava, Roser Valentí, Radu Coldea, Amalia I. Coldea
In the Kitaev honeycomb model, spins coupled by strongly-frustrated anisotropic interactions do not order at low temperature but instead form a quantum spin liquid with spin fractionalisation into Majorana fermions and static fluxes. The realization of such a model in crystalline materials could lead to major breakthroughs in understanding entangled quantum states, however achieving this in practice is a very challenging task. The recently synthesized honeycomb material RuI3 shows no long-range magnetic order down to the lowest probed temperatures and has been theoretically proposed as a quantum spin liquid candidate material on the verge of an insulator to metal transition. Here we report a comprehensive study of the magnetic anisotropy in un-twinned single crystals via torque magnetometry and detect clear signatures of strongly anisotropic and frustrated magnetic interactions. We attribute the development of sawtooth and six-fold torque signal to strongly anisotropic, bond-dependent magnetic interactions by comparing to theoretical calculations. As a function of magnetic field strength at low temperatures, torque shows an unusual non-parabolic dependence suggestive of a proximity to a field-induced transition. Thus, RuI3, without signatures of long-range magnetic order, displays key hallmarks of an exciting candidate for extended Kitaev magnetism with enhanced quantum fluctuations. Quantum spin liquids are materials predicted to be absent of magnetic ordering at low temperature, giving rise to fractionalised electronic states, but conclusive experimental evidence is still absent. Here, the authors conduct angular dependent torque measurements on the candidate spin liquid material RuI3 and, through a comparison of experimental and theoretical results, provide evidence indicating the presence of frustrated magnetic interactions in the system.
在Kitaev蜂巢模型中,由强受挫的各向异性相互作用耦合的自旋在低温下并不有序,而是形成一种自旋分形为马约拉纳费米子和静态通量的量子自旋液体。在晶体材料中实现这样的模型可能会在理解纠缠量子态方面取得重大突破,然而在实践中实现这一目标是一项非常具有挑战性的任务。最近合成的蜂窝材料ru3在最低探测温度下显示出无长程磁序,并在理论上被提出作为一种处于绝缘体到金属过渡边缘的量子自旋液体候选材料。在这里,我们报告了通过转矩磁强计对非孪晶单晶磁各向异性的全面研究,并检测到强各向异性和受挫磁相互作用的清晰特征。通过与理论计算的比较,我们将锯齿形和六倍转矩信号的发展归因于强各向异性、键相关的磁相互作用。作为低温下磁场强度的函数,转矩表现出不寻常的非抛物线依赖性,表明接近场致转变。因此,没有长程磁序特征的ru3,显示了具有增强量子涨落的扩展基塔耶夫磁性的令人兴奋的候选者的关键特征。量子自旋液体是一种被预测在低温下没有磁有序的材料,可以产生分馏电子态,但目前还没有确凿的实验证据。在这里,作者对候选自旋液体材料ru3进行了角相关扭矩测量,并通过实验和理论结果的比较,提供了表明系统中存在受挫磁相互作用的证据。
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引用次数: 0
Flat dispersion at large momentum transfer at the onset of exciton polariton formation 激子极化子形成开始时大动量转移的平坦色散
IF 5.4 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-11-28 DOI: 10.1038/s42005-024-01876-3
Hannah C. Nerl, Khairi Elyas, Zdravko Kochovski, Nahid Talebi, Christoph T. Koch, Katja Höflich
Excitons are quasiparticles, comprised of an electron excited from the valence band and attracted to the hole left behind, that govern transport properties in transition metal dichalcogenides. Excitonic coherence specifically needs to be understood to realise applications based on Bose-Einstein condensation and superfluidity. Here we used momentum-resolved electron energy-loss spectroscopy to obtain the complete energy-momentum dispersion of excitons in thin film and monolayer WSe2 across the entire Brillouin zone, including outside of the light cone and for a large energy-loss range (1.5–4 eV). The measured dispersion of the modes was found to be flat. This suggests that the excitations are at the onset of polaritonic mode formation, propagating in the confinement of nanometer thin and monolayer WSe2. In combination with helium ion microscopy nanopatterning it was possible to probe and control these excitonic modes in thin film WSe2 by modifying the local geometry through nanosized cuts. The coupling of an exciton to an electromagnetic field leads to the formation of an exciton polariton and in transition metal dichalcogenides specifically, they might be candidates for room temperature Bose-Einstein condensation. Here, the authors observe excitons at the onset of polaritonic mode formation in the confinement of nanometer thin and monolayer WSe2. Excitonic intensities were controlled locally by nanosized modifications to the material’s geometry.
激子是一种准粒子,由一个被价带激发并被留下的空穴吸引的电子组成,它控制着过渡金属二硫化物的输运性质。为了实现基于玻色-爱因斯坦凝聚和超流动性的应用,激子相干性特别需要被理解。在这里,我们使用动量分辨的电子能量损失光谱获得了薄膜和单层WSe2中激子在整个布里渊区(包括光锥外)的完整能量-动量色散,并且能量损失范围很大(1.5-4 eV)。测量到的模色散是平坦的。这表明激发态发生在极化模式形成的开始,并在纳米薄层和单层WSe2的约束下传播。结合氦离子显微镜的纳米图谱,可以通过纳米尺寸的切割来改变局部几何形状,从而探测和控制薄膜WSe2中的激子模式。激子与电磁场的耦合导致激子极化子的形成,特别是在过渡金属二硫化物中,它们可能是室温玻色-爱因斯坦凝聚的候选者。在这里,作者观察到在纳米薄层和单层WSe2的约束下,激子在极化模式形成的开始。激子强度通过对材料几何形状进行纳米级的修改来局部控制。
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引用次数: 0
Mapping the nonequilibrium order parameter of a quasi-two dimensional charge density wave system 拟二维电荷密度波系统非平衡阶参量的映射
IF 5.4 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-11-28 DOI: 10.1038/s42005-024-01879-0
C. J. Sayers, Y. Zhang, C. E. Sanders, R. T. Chapman, A. S. Wyatt, G. Chatterjee, E. Springate, G. Cerullo, D. Wolverson, E. Da Como, E. Carpene
The driving force of a charge density wave (CDW) transition in quasi-two dimensional systems is still debated, while being crucial in understanding electronic correlation in such materials. Here we use femtosecond time- and angle-resolved photoemission spectroscopy combined with computational methods to investigate the coherent lattice dynamics of a prototypical CDW system. The photo-induced temporal evolution of the periodic lattice distortion associated with the amplitude mode reveals the dynamics of the free energy functional governing the order parameter. Our approach establishes that optically-induced screening rather than CDW melting at the electronic level leads to a transiently modified potential which explains the anharmonic behaviour of the amplitude mode and discloses the structural origin of the symmetry-breaking phase transition. The charge density wave (CDW) formation mechanisms in 2D and quasi-2D systems are still highly debated. Here, the authors combine time-resolved ARPES and ab initio calculations to map the free energy functional in the prototypical CDW compound 1T-TaSe2 concluding that the CDW state is driven by structural rather than electronic instabilities.
准二维系统中电荷密度波(CDW)跃迁的驱动力仍然存在争议,而这对于理解此类材料中的电子相关性至关重要。本文采用飞秒时间和角度分辨光谱学结合计算方法研究了典型CDW系统的相干晶格动力学。与振幅模式相关的周期性晶格畸变的光致时间演化揭示了控制序参量的自由能泛函的动力学。我们的方法建立了光学诱导筛选而不是CDW熔化在电子水平上导致瞬态修饰电位,这解释了振幅模式的非谐波行为,并揭示了对称性破坏相变的结构起源。二维和准二维体系中电荷密度波(CDW)的形成机制仍然存在很大的争议。在这里,作者结合时间分辨ARPES和从头计算来绘制原型CDW化合物1T-TaSe2的自由能函数,得出结论认为CDW状态是由结构而不是电子不稳定性驱动的。
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引用次数: 0
Mitigating errors in logical qubits 减少逻辑量子位的错误
IF 5.4 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-11-28 DOI: 10.1038/s42005-024-01883-4
Samuel C. Smith, Benjamin J. Brown, Stephen D. Bartlett
Quantum error correcting codes can enable large quantum computations provided physical error rates are sufficiently low. We combine post-selection with surface code error correction through the use of exclusive decoders, which abort on decoding instances that are deemed too difficult. For the most discriminating of exclusive decoders, we demonstrate a threshold of 50% under depolarizing noise (or 32(1)% for the fault-tolerant case), and up to a quadratic improvement in logical failure rates below threshold. Furthermore, with a modest exclusion criterion, we identify a regime at low error rates where the exclusion rate decays with code distance, providing a pathway for scalable and time-efficient quantum computing with post-selection. Our exclusive decoder applied to magic state distillation yields a 75% reduction in the number of physical qubits, and a 60% reduction in the total spacetime volume, including accounting for repetitions. Other applications include error mitigation, and in concatenated schemes. Quantum error correction produces an enormous amount of data about the quantum system, including information about whether an uncorrectable error is likely. In this work the authors analyse a new decoder that can abort when decoding is deemed too difficult, yielding improved performance overall.
如果物理错误率足够低,量子纠错码可以实现大量子计算。我们通过使用排他性解码器将后选择与表面代码纠错结合起来,该解码器在被认为太难的解码实例上中止。对于最具鉴别性的互斥解码器,我们证明了去极化噪声下的阈值为50%(或容错情况下的32(1)%),并且在阈值以下的逻辑故障率可达到二次改进。此外,通过适度的排除标准,我们确定了一个低错误率的制度,其中排除率随代码距离衰减,为具有后选择的可扩展和时间效率的量子计算提供了途径。我们的独家解码器应用于魔法状态蒸馏,使物理量子比特数量减少75%,总时空体积减少60%,包括重复计算在内。其他应用包括错误缓解和连接模式。量子纠错产生了关于量子系统的大量数据,包括关于是否可能出现不可纠正错误的信息。在这项工作中,作者分析了一种新的解码器,当解码被认为太难时可以中止,从而提高了整体性能。
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引用次数: 0
Impurity flat band states in the diamond chain 杂质在金刚石链中的平带态
IF 5.4 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-11-28 DOI: 10.1038/s42005-024-01886-1
A. M. Marques, D. Viedma, V. Ahufinger, R. G. Dias
Flat band (FB) systems, featuring dispersionless energy bands, have garnered significant interest due to their compact localized states (CLSs). However, a detailed account on how local impurities affect the physical properties of overlapping CLSs is still missing. Here we study a diamond chain with a finite magnetic flux per plaquette that exhibits a gapped midspectrum FB with non-orthogonal CLSs, and develop a framework for projecting operators onto such non-orthogonal bases. This framework is applied to the case of an open diamond chain with small local impurities in the midchain plaquette, and analytical expressions are derived for FB states influenced by these impurities. For equal impurities in top and bottom sites under diagonal disorder, we show how the impurity states experience an averaged disorder dependent on their spatial extension, leading to enhanced robustness against disorder. For a single impurity, an exotic topological phase with a half-integer winding number is discovered, which is linked to a single in-gap edge state under open boundary conditions. Numerical simulations validate the analytical predictions. Flat bands states can be written, in general, as localized states that can couple by placing impurities at the overlapping regions, when present. The authors develop an analytic framework to derive impurity states in a diamond chain with magnetic flux and find an exotic behavior of these states characterized by a half-integer winding number.
具有无色散能带的平带(FB)系统由于其紧凑的局域态(cls)而引起了人们的极大兴趣。然而,关于局部杂质如何影响重叠类化合物的物理性质的详细描述仍然缺失。在这里,我们研究了一个具有有限磁通量的钻石链,它具有非正交cls的间隙中谱FB,并开发了一个将算子投射到这种非正交基上的框架。这一框架适用于开放钻石链的情况下,在中间链斑块有小的局部杂质,并导出了受这些杂质影响的FB状态的解析表达式。对于对角线无序状态下的顶部和底部相同的杂质,我们展示了杂质状态如何根据其空间扩展经历平均无序,从而增强了对无序的鲁棒性。对于单一杂质,发现了一个具有半整数圈数的奇特拓扑相,它在开放边界条件下与单一的隙内边缘态相联系。数值模拟验证了分析预测。一般来说,平带状态可以写成局域状态,当存在时,可以通过在重叠区域放置杂质来偶联。作者建立了一个解析框架来推导具有磁通的金刚石链中的杂质态,并发现了这些态的奇特行为,其特征为半整数圈数。
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引用次数: 0
Wobbling and migrating ferrofluid droplets 摆动和迁移的铁流体液滴
IF 5.4 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-11-26 DOI: 10.1038/s42005-024-01871-8
Aaveg Aggarwal, Shih-Yuan Chen, Eleftherios Kirkinis, Mohammed Imran Khan, Bei Fan, Michelle M. Driscoll, Monica Olvera de la Cruz
Active components incorporated in materials generate motion by inducing conformational changes in response to external fields. Magnetic fields, in particular, carry the added advantage of biocompatibility as well as being able to actuate materials remotely. Although ferrofluid droplet migration induced by a high-frequency rotating magnetic field is a well-established effect, droplet migration at low frequencies is still elusive. Millimeter-sized ferrofluid droplets placed on a solid substrate, surrounded by an ambient gas phase, are shown here to migrate under a rotating magnetic field due to inertia-induced symmetry-breaking of the periodic deformation (wobbling) of the liquid-gas interface. This interface wobbling leads to droplet migration with speeds that increase as the amplitude and frequency of the magnetic field increase. In addition to migrating in a controlled manner, we demonstrate the ability of magnetic droplets to clean surface impurities and transport cargo. Active components incorporated in materials generate motion by inducing conformational changes in response to external fields. In this study, the authors show that a rotating magnetic field leads a ferrofluid droplet to wobble, migrate, clean surface impurities and transport cargo.
材料中含有的活性成分可在外部磁场的作用下产生构象变化,从而产生运动。磁场尤其具有生物兼容性和远程驱动材料的额外优势。虽然高频旋转磁场诱导的铁流体液滴迁移是一种公认的效应,但低频下的液滴迁移仍然难以捉摸。将毫米大小的铁流体液滴放置在固体基底上,周围是环境气相,结果表明,在旋转磁场作用下,液气界面的周期性变形(摆动)会因惯性引起对称性破坏而发生迁移。这种界面摆动导致液滴迁移的速度随着磁场振幅和频率的增加而增加。除了以可控方式迁移外,我们还展示了磁性液滴清除表面杂质和运输货物的能力。材料中含有的活性成分会在外部磁场的作用下发生构象变化,从而产生运动。在这项研究中,作者展示了旋转磁场导致铁流体液滴摆动、迁移、清洁表面杂质和运输货物。
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引用次数: 0
Signatures of under-the-barrier dynamics in a tunneling electron wavepacket 隧道电子波包的势垒下动力学特征
IF 5.4 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-11-26 DOI: 10.1038/s42005-024-01868-3
Michael Klaiber, Karen Z. Hatsagortsyan, Christoph H. Keitel
The time delay in strong field tunneling ionization presents a captivating challenge in the field of attoscience. It is linked to the phase of the photoelectron wavepacket, a relationship that modern attosecond photoelectron interferometry can effectively probe. However, the connection between sub-barrier dynamics and the phase formation remains unclear. In this study, we investigate the role of under-the-barrier recollisions for shaping the phase of the photoelectron wavepacket. We establish a general analytical relationship between the phase of the tunneled electron wavepacket and the tunneling rate. Our results demonstrate that the Coulomb field effect of the atomic potential enhances both the amplitude of the recolliding path and the phase shift of the wavepacket, effectively countering the lateral spreading of the tunneling wavepacket during sub-barrier propagation. The insights gained from this research will aid in the development of free electron wavepackets with tailored properties through strong field ionization. This work investigates the origin of time delay in strong field tunneling ionization and its relation to the parameters of the photoelectron wavepacket. The authors establish a general analytical relationship between the phase of the wavepacket and the tunneling rate, and analyze the role of under-the-barrier recollisions for shaping the photoelectron wavepacket.
强场隧穿电离的时间延迟是阿托科学领域的一个引人入胜的挑战。它与光电子波包的相位有关,现代阿秒光电子干涉仪可以有效地探测这种关系。然而,亚势垒动力学与相位形成之间的联系仍不清楚。在本研究中,我们研究了势垒下再碰撞对光电子波包相位形成的作用。我们建立了隧道电子波包相位与隧道率之间的一般分析关系。我们的研究结果表明,原子势的库仑场效应增强了再碰撞路径的振幅和波包的相移,从而有效抵消了隧道波包在亚势垒传播过程中的横向扩散。这项研究获得的洞察力将有助于通过强场电离开发具有定制特性的自由电子波包。这项工作研究了强场隧道电离中时间延迟的起源及其与光电子波包参数的关系。作者建立了波包相位与隧穿率之间的一般分析关系,并分析了势垒下再碰撞在塑造光电子波包方面的作用。
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引用次数: 0
Modified Born series with virtual absorbing boundary enabling large-scale electromagnetic simulation 带虚拟吸收边界的修正博恩级数,实现大规模电磁模拟
IF 5.4 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-11-25 DOI: 10.1038/s42005-024-01882-5
Pinxuan He, Jiamin Liu, Honggang Gu, Hao Jiang, Shiyuan Liu
Numerical electromagnetic field solvers are significant for nanophotonic and photoelectronic technology, especially for computational imaging, metasurface, and biomedical microscopy, in which large-scale simulations serve as the core. Conventionally, these simulations use absorbing boundary conditions (ABC) to simulate open-domain systems. However, the existing ABCs require large memory to sufficiently suppress reflection at boundaries, which is prohibitive for large-scale applications. This work proposes a virtual absorbing boundary condition based on the angular spectrum method (ASM) to reduce the memory usage of ABC. The ASM is used to cover the polluted field in the boundary region, which eliminates the need to store the field in the boundary region. Combined with the Fourier transforms-based modified Born series, memory usage can be reduced to a level close to the theoretical limit. This proposed method offers a substantial boost for applications related to large-scale simulations and memory-constrained devices like GPU. This work proposes a virtual boundary condition based on the angular spectrum method to reduce memory usage in electromagnetic simulations, which eliminates the need to store the field in the boundary region. Combined with the Fourier transforms-based modified Born series, memory usage can be reduced to a level close to the theoretical limit.
数值电磁场求解器对纳米光子和光电子技术意义重大,特别是对计算成像、元表面和生物医学显微镜而言,其中大规模模拟是核心。传统上,这些模拟使用吸收边界条件(ABC)来模拟开域系统。然而,现有的吸收边界条件需要大量内存才能充分抑制边界反射,这对于大规模应用来说是难以承受的。本研究提出了一种基于角频谱法(ASM)的虚拟吸收边界条件,以减少 ABC 的内存使用量。ASM 用于覆盖边界区域的污染场,从而无需在边界区域存储场。结合基于傅立叶变换的修正玻恩级数,内存使用量可减少到接近理论极限的水平。这种方法大大促进了与大规模模拟和 GPU 等内存受限设备相关的应用。本研究提出了一种基于角频谱方法的虚拟边界条件,以减少电磁模拟中的内存使用量,从而无需在边界区域存储场。结合基于傅立叶变换的修正玻恩级数,内存使用量可降低到接近理论极限的水平。
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引用次数: 0
Quantifying the in-plane strain influence on second harmonic generation of molybdenum disulfide 量化面内应变对二硫化钼二次谐波产生的影响
IF 5.4 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-11-24 DOI: 10.1038/s42005-024-01877-2
Huadan Xing, Jibin Liu, Zihao Zhao, Xiaoyong He, Wei Qiu
Quantifying the strain, and even the strain state, is critical for the advancement of strain engineering in microelectronics and optoelectronics fields, whether using the classical semiconductors or emerging two-dimensional materials. Second Harmonic Generation (SHG) has emerged as a potent technique for exploring the optical-mechanical properties of two-dimensional transition metal dichalcogenides (2D-TMDCs). Based on the theoretical framework of SHG, this work analyses the mechanism of different strain states acting on the SHG polarization-intensity spectrum (PIS) of MoS2. A quantifying method is proposed by establishing the analytic relationship between the in-plane strain components and the petal amplitude ratios (PARs) obtained from detected PIS. After calibrating the key parameters of MoS2 SHG PIS, a series of biaxial and uniaxial tensile experiments are performed, whose results are mostly agreed with the theoretical expectations, thus verifying the reliability, correctness and universality of the proposed method for quantitively characterizing the strain state of monolayer MoS2. Second Harmonic Generation (SHG) is potent for exploring the optical-mechanical properties of two-dimensional transition metal dichalcogenides. This work presents a method to quantify the strain state influence on the SHG polarization-intensity spectrum of MoS2, and the reliability of proposed method is verified by numerical and physical experiments.
无论是使用传统半导体还是新兴的二维材料,应变甚至应变状态的量化对于微电子学和光电子学领域应变工程的发展都至关重要。二次谐波发生(SHG)已成为探索二维过渡金属二卤化物(2D-TMDCs)光学机械特性的有效技术。本研究基于 SHG 的理论框架,分析了不同应变状态对 MoS2 的 SHG 偏振-强度谱 (PIS) 的作用机制。通过建立面内应变分量与从检测到的 PIS 中获得的花瓣振幅比之间的分析关系,提出了一种量化方法。在校准了 MoS2 SHG PIS 的关键参数后,进行了一系列双轴和单轴拉伸实验,其结果与理论预期基本一致,从而验证了所提出的方法在定量表征单层 MoS2 应变状态方面的可靠性、正确性和普遍性。二次谐波发生(SHG)是探索二维过渡金属二卤化物光学机械特性的有效方法。本研究提出了一种量化应变状态对 MoS2 的 SHG 偏振-强度谱影响的方法,并通过数值和物理实验验证了所提方法的可靠性。
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引用次数: 0
Exploring the potential of self-pulsing optical microresonators for spiking neural networks and sensing 探索自脉冲光学微谐振器在尖峰神经网络和传感方面的潜力。
IF 5.4 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-11-22 DOI: 10.1038/s42005-024-01869-2
Stefano Biasi, Alessio Lugnan, Davide Micheli, Lorenzo Pavesi
Photonic platforms are promising for implementing neuromorphic hardware due to their high processing speed, low power consumption, and ability to perform parallel processing. A ubiquitous device in integrated photonics, which has been extensively employed for the realization of optical neuromorphic hardware, is the microresonator. The ability of CMOS-compatible silicon microring resonators to store energy enhances the nonlinear interaction between light and matter, enabling energy efficient nonlinearity, fading memory and the generation of spikes via self-pulsing. In the self-pulsing regime, a constant input signal can be transformed into a time-dependent signal based on pulse sequences. Previous research has shown that self-pulsing enables the microresonator to function as an energy-efficient artificial spiking neuron. Here, we extend the experimental study of single and coupled microresonators in the self-pulsing regime to confirm their potential as building blocks for scalable photonic spiking neural networks. Furthermore, we demonstrate their potential for introducing all-optical long-term memory and event detection capabilities into integrated photonic neural networks. In particular, we show all-optical long-term memory up to at least 10 μs and detection of input spike rates, which is encoded into different stable self-pulsing dynamics. While silicon photonics is an attractive platform for neuromorphic computing, it generally lacks scalable nodes that provide nonlinearity and memory. Here, the authors show experimentally that simple and compact networks of silicon microring resonators exhibit complex self-pulsing responses that can be exploited for all-optical long-term memory and sensing.
光子平台具有处理速度快、功耗低和能够执行并行处理等优点,因此在实现神经形态硬件方面大有可为。微谐振器是集成光子学中的一种无处不在的器件,已被广泛用于实现光学神经形态硬件。与 CMOS 兼容的硅微谐振器能够存储能量,从而增强光与物质之间的非线性相互作用,实现高能效的非线性、衰减记忆以及通过自脉冲产生尖峰。在自脉冲机制中,恒定输入信号可根据脉冲序列转化为随时间变化的信号。以往的研究表明,自脉冲可使微谐振器发挥高能效人工尖峰神经元的功能。在这里,我们扩展了对自脉动机制中单个和耦合微谐振器的实验研究,以证实它们作为可扩展光子尖峰神经网络构建模块的潜力。此外,我们还证明了它们将全光长期记忆和事件检测功能引入集成光子神经网络的潜力。特别是,我们展示了至少长达 10 μs 的全光长期记忆和输入尖峰率检测,并将其编码为不同的稳定自脉动动态。
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引用次数: 0
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Communications Physics
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