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Increasing Flips per Second and Speed of p-Computers by Using Dilute Magnetic Semiconductors 利用稀磁半导体提高p计算机的每秒翻转次数和速度
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2023-09-27 DOI: 10.1109/LMAG.2023.3319992
Rahnuma Rahman;Supriyo Bandyopadhyay
Probabilistic computing with binary stochastic neurons (BSNs) implemented with low-barrier magnets (LBMs) or zero-energy barrier nanoscale ferromagnets possessing in-plane magnetic anisotropy has emerged as an efficient paradigm for solving computationally hard problems. The fluctuating magnetization of an LBM at room temperature encodes a p-bit, which is the building block of a BSN. Its drawback, however, is that the dynamics of common (transition metal) ferromagnets are relatively slow, and, hence, the number of uncorrelated p-bits that can be generated per second—the so-called “flips per second” (fps)—is insufficient, leading to slow computational speed in autonomous coprocessing with p-computers. Here, we show that a simple way to increase fps in LBMs is to replace commonly used ferromagnets (e.g., Co, Fe, and Ni), which have large saturation magnetization Ms, with a dilute magnetic semiconductor, such as GaMnAs with much smaller saturation magnetization. The smaller Ms reduces any residual energy barrier within an LBM and increases the fps significantly. It also offers other benefits, such as reduced dipole coupling between neighbors, resulting in larger density of uncorrelated p-bits for more processing power, and reduced device-to-device variation. All this provides a way to realize the hardware acceleration and energy efficiency promise of p-computers.
用具有平面内磁各向异性的低势垒磁体(LBM)或零能垒纳米级铁磁体实现的二进制随机神经元(BSN)的概率计算已成为解决计算难题的有效范例。LBM在室温下的波动磁化编码p位,这是BSN的构建块。然而,它的缺点是,普通(过渡金属)铁磁体的动力学相对较慢,因此,每秒可生成的不相关p位的数量——即所谓的“每秒翻转次数”(fps)——不足,导致与p计算机的自主协处理计算速度较慢。在这里,我们表明,增加LBM中fps的一个简单方法是用稀释的磁性半导体(如饱和磁化强度小得多的GaMnAs)代替具有大饱和磁化强度Ms的常用铁磁体(如Co、Fe和Ni)。较小的Ms减少了LBM内的任何残余能垒,并显著提高了fps。它还提供了其他好处,例如减少了邻居之间的偶极耦合,导致更大密度的不相关p位以获得更高的处理能力,并减少了设备间的变化。所有这些都为实现p型计算机的硬件加速和能效承诺提供了一种途径。
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引用次数: 0
Investigation of the Soft-Magnetic Properties of CoZrTaB Laminated Cores by Dielectric Layer Tuning 介电层调谐法研究CoZrTaB叠层磁芯的软磁性能
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2023-09-26 DOI: 10.1109/LMAG.2023.3319289
Guannan Wei;Rajasree Das;Daniel Lordan;Marek Lorenc;Barry Clark;David P. F. Hurley;Mike Hayes;Cian O'Mathuna;Ranajit Sai;Paul McCloskey
Soft magnetic properties of thin films for use as a core material are critical for the realization of future miniaturized electromagnetic devices operating at frequencies of tens or hundreds of megahertz. Laminated stacks consisting of alternate thin layers of magnetic material and dielectric material are widely used to suppress eddy current losses that dominate, especially at a higher frequency of operation. Thus, identifying a suitable dielectric layer, its optimum thickness, and the understanding of its effect on the performance of the laminated core is important. In this letter, six different CoZrTaB (CZTB) laminated cores are reported, featuring a variety of dielectric materials (AlN, SiN, Al2O3, and oxide CZTB) and/or dielectric thickness (5, 15, and 50 nm). This study shows that stacks with different dielectric materials have a varied residual stress that plays an important role in inducing magnetic anisotropy, thus affecting the permeability. CZTB stacks with oxide CZTB dielectric show the best combination of high permeability, low coercivity, and low losses at high frequency.
用作核心材料的薄膜的软磁特性对于实现未来在数十或数百兆赫频率下工作的小型化电磁器件至关重要。由磁性材料和介电材料的交替薄层组成的叠层堆叠被广泛用于抑制占主导地位的涡流损耗,尤其是在较高的操作频率下。因此,确定合适的介电层、其最佳厚度以及了解其对叠层芯性能的影响是重要的。在这封信中,报道了六种不同的CoZrTaB(CZTB)叠层芯,其特征是各种介电材料(AlN、SiN、Al2O3和氧化物CZTB)和/或介电厚度(5、15和50nm)。这项研究表明,具有不同介电材料的叠层具有不同的残余应力,这在诱导磁各向异性方面起着重要作用,从而影响磁导率。具有氧化物CZTB电介质的CZTB叠层在高频下表现出高磁导率、低矫顽力和低损耗的最佳组合。
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引用次数: 0
Synthesis of Hexagonal Close-Packed Cobalt Nanoparticles From Thermolysis of Cobalt Carbonyl 羰基钴热裂解制备六角紧密堆积钴纳米粒子
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2023-09-18 DOI: 10.1109/LMAG.2023.3316608
Kyohei Takahashi;Hiroshi Ito;Isao Kanada;Hiroyuki Matsumoto
Magnetic materials with low magnetic loss are required to realize both a high-frequency support and a miniaturization of radio frequency components. Hexagonal close-packed cobalt (hcp-Co) nanoparticles are considered suitable for high frequencies due to their nanoparticle morphology and high magnetocrystalline anisotropy. However, the face-centered cubic (fcc) or the ϵ phase with low magnetocrystalline anisotropy is fabricated in the synthetization of Co nanoparticles with a size of less than a few hundred nanometers. In this letter, we investigate the synthesis of Co nanoparticles by the thermolysis of dicobalt octacarbonyl at various temperatures for obtaining Co particles with a single hcp phase. Although Co nanoparticles synthesized at 453 K exhibited a mixture of hcp and fcc phases with an hcp phase ratio of 25%, Co nanoparticles almost achieved the hcp phase ratio of 100% by decreasing the thermolysis temperature to 333 K or lower. Furthermore, we evaluated the permeability spectrum of the composite with Co particles of 10 vol% dispersed in polystyrene. Although the real part of the permeability in the composite containing Co nanoparticles with the mixed phase of fcc and hcp monotonously decreased with frequency, the composite contained Co nanoparticles with a single phase with a suitable constant value up to 3 GHz for high-frequency applications.
需要具有低磁损耗的磁性材料来实现射频部件的高频支撑和小型化。六角紧密堆积的钴(hcp-Co)纳米颗粒由于其纳米颗粒形态和高磁晶各向异性而被认为适用于高频。然而,在合成尺寸小于几百纳米的Co纳米颗粒的过程中,制备了具有低磁晶各向异性的面心立方(fcc)或ε相。在这封信中,我们研究了通过在不同温度下热解八羰基二钴来合成Co纳米颗粒,以获得具有单一hcp相的Co颗粒。尽管在453K下合成的Co纳米颗粒表现出hcp和fcc相的混合物,hcp相比率为25%,但通过将热解温度降低到333K或更低,Co纳米颗粒几乎实现了100%的hcp相比例。此外,我们评估了具有分散在聚苯乙烯中的10体积%的Co颗粒的复合材料的渗透光谱。尽管含有具有fcc和hcp混合相的Co纳米颗粒的复合材料中的磁导率的实部随着频率单调降低,但对于高频应用,该复合材料含有具有高达3GHz的合适恒定值的单相Co纳米颗粒。
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引用次数: 0
Magnetic Susceptibility-Based Detection of Fusobacterium Nucleatum in Human Saliva 基于磁化率的唾液中核梭杆菌的检测
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2023-08-23 DOI: 10.1109/LMAG.2023.3308062
Kazuhiko Okita;Youcheng Pu;Loi Tonthat;Toru Murayama;Shin Yabukami;Yohei Ozawa;Seji Asamitsu;Hiroshi Okamoto;Takashi Kamei
This letter presents an innovative method for rapid and precise measurement of bacteria in liquid samples for point-of-care testing. The method utilizes the bacteria concentration-dependent ac susceptibility of magnetic nanoparticles, allowing for efficient and practical bacterial detection. The ac susceptibility of the magnetic nanoparticles/bacteria aggregate exhibits a decrease proportional to the bacteria concentration, attributed to the influence of bacteria on the magnetic coupling between the magnetic nanoparticles and magnetic dynamic response of the aggregate. To validate the performance of our method, we conducted measurements on Fusobacterium nucleatum samples obtained from both healthy individuals and cancer patients. The results demonstrated a robust correlation (correlation factor up to 0.94) between our measurements and the results obtained through quantitative polymerase chain reaction (qPCR) analysis, highlighting the high precision and accuracy of our method in quantifying bacteria, which is comparable to a qPCR system. The simplified apparatus not only reduces costs but also saves time by eliminating the need for DNA amplification of short segments, making it a promising alternative for rapid and precise bacterial measurement in point-of-care testing.
这封信提出了一种创新的方法,可以快速准确地测量护理点测试液体样本中的细菌。该方法利用了磁性纳米颗粒的细菌浓度依赖性交流磁化率,实现了高效实用的细菌检测。磁性纳米颗粒/细菌聚集体的交流磁化率与细菌浓度成比例下降,这归因于细菌对磁性纳米颗粒之间的磁耦合和聚集体的磁动力学响应的影响。为了验证我们方法的性能,我们对健康个体和癌症患者的有核梭杆菌样品进行了测量。结果表明,我们的测量结果与定量聚合酶链式反应(qPCR)分析结果之间存在强大的相关性(相关系数高达0.94),这突出了我们的方法在定量细菌方面的高精度和准确性,与qPCR系统相当。简化的设备不仅降低了成本,而且通过消除对短片段DNA扩增的需要节省了时间,使其成为在护理点检测中快速精确测量细菌的一种有前途的替代品。
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引用次数: 0
A Method of Shear-Horizontal EMAT Based on Dual-Reception Magnetic Encoded Spatial Pulse Compression for Multiple Cracks Identification and Location 基于双接收磁编码空间脉冲压缩的剪切水平EMAT多裂纹识别定位方法
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2023-08-22 DOI: 10.1109/LMAG.2023.3307296
Qiangxin Li;Jian Feng;Qi Xiao;Xiong Gao
The lowest order mode of a shear-horizontal electromagnetic acoustic transducer (EMAT) typically exhibits a low signal-to-noise ratio and poor spatial resolution in defect detection. To solve this issue, this letter presents a crack identification and location method based on dual-reception magnetic encoded spatial pulse compression technology. On the one hand, the method implements spatial pulse compression technology by adjusting the spatial distribution of the magnetic field to obtain a high amplitude and narrow pulse detection signal. On the other hand, this method multiplexes the excitation EMAT as a receiver through signal processing technology, so that the position of cracks can be more accurately judged by analyzing the signals of the dual EMATs. Most importantly, this method does not require additional EMAT and complex excitation equipment. Finally, a simulation model was built to verify the method. The simulation results show, that compared with the detection signal of the traditional method, the SNR is improved by over 1.1 dB, and the spatial resolution is improved by over 18%. Additionally, the method can effectively distinguish the crack defects on both sides of EMATs, and the localization accuracy exceeds 95%.
剪切水平电磁声换能器(EMAT)的最低阶模式在缺陷检测中通常表现出低信噪比和差的空间分辨率。为了解决这个问题,本文提出了一种基于双接收磁编码空间脉冲压缩技术的裂纹识别和定位方法。一方面,该方法通过调整磁场的空间分布来实现空间脉冲压缩技术,以获得高振幅、窄脉冲检测信号。另一方面,该方法通过信号处理技术将激励EMAT复用为接收器,通过分析双EMAT的信号可以更准确地判断裂纹的位置。最重要的是,这种方法不需要额外的EMAT和复杂的励磁设备。最后,建立了仿真模型对该方法进行了验证。仿真结果表明,与传统方法的检测信号相比,信噪比提高了1.1dB以上,空间分辨率提高了18%以上。此外,该方法可以有效地区分EMAT两侧的裂纹缺陷,定位精度超过95%。
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引用次数: 0
Computing in Memory Using Doubled STT-MRAM With the Application of Binarized Neural Networks 双STT-MRAM在存储器中的计算及二值化神经网络的应用
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2023-08-02 DOI: 10.1109/LMAG.2023.3301384
Seyed Hassan Hadi Nemati;Nima Eslami;Mohammad Hossein Moaiyeri
The computing-in-memory (CiM) approach is a promising option for addressing the processor–memory data transfer bottleneck while performing data-intensive applications. In this letter, we present a novel CiM architecture based on spin-transfer torque magnetic random-access memory, which can work in computing and memory modes. In this letter, two spintronic devices are considered per cell to store the main data and its complement to address the reliability concerns during the read operation, which also provides a fascinating ability for performing reliable Boolean operations (all basic functions), binary/ternary content-addressable memory search operation, and multi-input majority function. Since the developed architecture can perform bitwise xnor operations in one cycle, a resistive-based accumulator has been designed to perform multi-input majority production to improve the structure for implementing fast and low-cost binary neural networks (BNNs). To this end, multiplication, accumulation, and passing through the activation function are accomplished in three cycles. The simulation result of exploiting the architecture in the BNN application indicates 86%–98% lower power-delay product than existing architectures.
内存计算(CiM)方法是一种很有前途的选择,可以在执行数据密集型应用程序时解决处理器-内存数据传输瓶颈。在这封信中,我们提出了一种基于自旋转移力矩磁随机存取存储器的新型CiM架构,该架构可以在计算和存储模式下工作。在这封信中,每个单元考虑两个自旋电子器件来存储主数据及其补码,以解决读取操作期间的可靠性问题,这也为执行可靠的布尔运算(所有基本功能)、二进制/三进制内容可寻址存储器搜索操作和多输入多数功能提供了迷人的能力。由于所开发的架构可以在一个周期内执行逐位xnor运算,因此设计了一种基于电阻的累加器来执行多输入多数产生,以改进实现快速低成本二进制神经网络(BNN)的结构。为此,乘法、累加和通过激活函数在三个循环中完成。在BNN应用中利用该架构的仿真结果表明,功率延迟乘积比现有架构低86%–98%。
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引用次数: 0
Development of Overlapped Designed Coils for Transcranial Magnetic Stimulations 用于经颅磁刺激的重叠设计线圈的研制
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2023-07-13 DOI: 10.1109/LMAG.2023.3295271
Sohom Bhattacharjee;Choon Sik Cho;Dong Sik Cho
Transcranial magnetic stimulation (TMS) is a noninvasive neuromodulation technique that is used to treat a variety of neurological disorders, including major depression. The development of the deep brain TMS coil for stimulating subcortical structures expands the use of TMS beyond the stimulation of superficial cortical targets. Deep brain stimulation may have beneficial effects on neurological disorders such as Parkinson's disease, post-traumatic stress disorder, and mild traumatic brain injury. Previous studies have shown that the cerebellum plays a very big role in behavior and motor planning. To stimulate the specific areas of the human brain, we require a TMS coil with precise focal abilities because the material, design, and position of a TMS coil play a significant role in adjusting the coil's focusing power. Therefore, we studied stimulation of the frontal brain and cerebellum with two different new coil designs positioned on different locations. A rare design of the TMS coil made with Litz wire was developed to enhance excitation focality in the brain and was compared with a traditional figure-of-eight (FOE) coil and double-cone coil. The finite-element simulation tool ANSYS Maxwell 3-D has been used to simulate and compare the magnetic field and electric field induced inside the model of the human brain. The coil studies are as follows: a FOE coil, an overlapped copper coil, and a Litz wire overlapped coil. This was followed by experimental validation which shows great agreement with the simulation results.
经颅磁刺激(TMS)是一种无创的神经调控技术,用于治疗各种神经疾病,包括严重抑郁症。用于刺激皮层下结构的脑深部TMS线圈的开发将TMS的使用扩展到刺激皮层浅部目标之外。脑深部刺激可能对帕金森病、创伤后应激障碍和轻度创伤性脑损伤等神经系统疾病有有益影响。先前的研究表明,小脑在行为和运动规划中发挥着非常重要的作用。为了刺激人脑的特定区域,我们需要一个具有精确聚焦能力的TMS线圈,因为TMS线圈的材料、设计和位置在调节线圈的聚焦功率方面起着重要作用。因此,我们研究了在不同位置放置两种不同的新线圈设计对额叶和小脑的刺激。开发了一种罕见的由Litz线制成的TMS线圈设计,以增强大脑中的激励聚焦,并与传统的八字形(FOE)线圈和双锥形线圈进行了比较。有限元模拟工具ANSYS Maxwell 3-D已用于模拟和比较人脑模型内部感应的磁场和电场。线圈研究如下:FOE线圈、重叠铜线圈和Litz线重叠线圈。随后进行了实验验证,结果与模拟结果非常一致。
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引用次数: 0
High-Density 1T1D1SOT-MRAM With Multimode Ultrahigh-Speed Magnetization Switching 具有多模超高速磁化开关的高密度1T1D1SOT-MRAM
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2023-07-07 DOI: 10.1109/LMAG.2023.3293407
Hao Zhang;Di Wang;Long Liu;Xuefeng Zhao;Huai Lin;Changqing Xie
In this letter, we present a 1T1D1M-based (one transistor, one diode, and one magnetic tunnel junction) spin-orbit torque, magnetic random-access memory (SOT-MRAM) with multimode magnetization switching for high-density memory, ultrahigh-speed writing, and energy-efficient on-chip memory application. The conventional spin-transfer torque (STT)-MRAM or SOT-MRAM is limited by the unipolar (or bipolar) switching property and demands the utilization of a common channel with bidirectional write current, which not only brings about source degradation of the access transistor but also increases the energy consumption in the write operation. By introducing a Schottky diode, the 1T1D1SOT-MRAM cell based on ultrafast switching of multiple modes outperforms conventional MRAMs in terms of decoupling of current channels in different directions and high-density integration. Simulation results show that the MRAM achieves 82% and 100% reduction in bit-cell area compared with STT-MRAM and SOT-MRAM, respectively, and ∼3.3× improvement in write energy consumption in comparison with STT-MRAM.
在这封信中,我们提出了一种基于1T1D1M(一个晶体管、一个二极管和一个磁性隧道结)的自旋轨道转矩、具有多模磁化切换的磁性随机存取存储器(SOT-MRAM),用于高密度存储器、超高速写写和高能效片上存储器应用。传统的自旋转移力矩(STT)-MRAM或SOT-MRAM受到单极(或双极)开关特性的限制,并且需要利用具有双向写入电流的公共沟道,这不仅导致存取晶体管的源极退化,而且增加了写入操作中的能量消耗。通过引入肖特基二极管,基于多模式超快切换的1T1D1SOT-MRAM单元在不同方向的电流通道去耦和高密度集成方面优于传统MRAM。仿真结果表明,与STT-MRAM和SOT-MRAM相比,MRAM的位单元面积分别减少了82%和100%,并且与STT-MRAM相比,写入能耗提高了~3.3倍。
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引用次数: 0
Effect of Moderate Static Magnetic Field on Membrane Potential of Abdominal Nerve Fiber in Metapenaeus Ensis 中等静磁场对对虾腹神经纤维膜电位的影响
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2023-07-07 DOI: 10.1109/LMAG.2023.3293391
Siyuan Liu;Shupeng Liu;Yongyong Gong;Jinbo Chen;Hengyu Li;Zhizheng Wu;Ze Cui;Mei Liu;Jingtao Lei;Tao Wang
The effects of uniform and static moderate magnetic fields (0–400 mT) on the membrane potential of nerve fibers in Metapenaeus ensis shrimps were investigated. The results showed that the magnetic field caused an increase in membrane potential, eventually reaching a static state, and that effects of short-term exposure were largely reversible. A nonlinear relationship between the percentage change in membrane potential (V%) and magnetic field induction was observed, where V% increased rapidly below an inflection point (around 200 mT) and slowed down thereafter. Hypotheses suggest that ion channels in the membrane have varying sensitivities to magnetic fields and presented the distribution of ion channel activation thresholds within the 0–400 mT range. The identification of the inflection point holds great practical value in the fields of magnetic field therapy, exposure limits, and magnetic shielding design.
研究了均匀和静态中等磁场(0–400mT)对Metapenaeus ensis虾神经纤维膜电位的影响。结果表明,磁场导致膜电位增加,最终达到静态,短期暴露的影响在很大程度上是可逆的。观察到膜电位(V%)的百分比变化和磁场感应之间的非线性关系,其中V%在拐点(约200mT)以下快速增加,此后减慢。假设表明,膜中的离子通道对磁场具有不同的敏感性,并呈现出离子通道激活阈值在0–400 mT范围内的分布。拐点的识别在磁场治疗、暴露极限和磁屏蔽设计等领域具有重要的实用价值。
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引用次数: 0
Error Characteristic Analysis and Error Source Identification of Aeromagnetic Field Gradient Tensor Measurements 航空磁场梯度张量测量的误差特性分析及误差源识别
IF 1.2 4区 物理与天体物理 Q3 Materials Science Pub Date : 2023-06-28 DOI: 10.1109/LMAG.2023.3290534
Ke Liu;Hongsong Miao;Qiang Fu;Yuqi Pang;Yangyi Sui
Aeromagnetic gradient tensor measurement has become a powerful method in geological surveys, mineral resource exploration, and other applications due to its ability to resist temporal changes of the geomagnetic field and its ability to provide rich information and be highly efficient. Various factors may affect the quality of aeromagnetic gradient tensor measurements, including systematic errors of the measurement system, magnetic interference from the carrying platform, and unexpected environmental impacts. But there are no methods for analyzing and identifying them at present. Therefore, we model an error source identification method based on a transforming deviation matrix, which is constructed according to the generalized Hilbert transform relations among the tensor components and reflects the error characteristics of the measurements. Our method provides a basis for guiding data processing and reducing waste of financial, material, and human resources through timely adjustments of experimental schemes. The correctness and engineering practicality of the method have been verified by simulation and field experiments.
航空磁梯度张量测量由于其抵抗地磁场随时间变化的能力以及提供丰富信息和高效的能力,已成为地质调查、矿产资源勘探和其他应用中的一种强大方法。各种因素可能会影响航磁梯度张量测量的质量,包括测量系统的系统误差、来自运载平台的磁干扰以及意外的环境影响。但目前还没有分析和识别它们的方法。因此,我们建立了一种基于变换偏差矩阵的误差源识别方法,该方法是根据张量分量之间的广义希尔伯特变换关系构建的,反映了测量的误差特性。我们的方法为指导数据处理提供了基础,并通过及时调整实验方案来减少财政、物质和人力资源的浪费。仿真和现场实验验证了该方法的正确性和工程实用性。
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引用次数: 0
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IEEE Magnetics Letters
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