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Settling Time of Current-Tunable Probabilistic Bit's Distribution 电流可调概率比特分布的建立时间
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-12-02 DOI: 10.1109/LMAG.2022.3226031
Brooke C. McGoldrick;Jonathan Z. Sun
Probabilistic bits (p-bits) based on magnetic tunnel junctions are of recent interest in probabilistic and neuromorphic computing architectures based on their small size, high operating speeds, and truly stochastic nature. In practical systems, the output probability of the bit can be tuned by an applied current, which is generally characterized by a quasi-static tuning curve. In this letter, we instead focus on the finite time it takes the p-bit's probabilistic distribution to respond to an applied bias current. We find that this settling time is in the range of hundreds of picoseconds for a typical junction, and is highly dependent on various parameters, including the device size, material properties, and magnitude of the applied current. These results provide a baseline understanding of the dynamic properties of a nanomagnetic p-bit's probability distribution, which is helpful for p-bit-related system architecture discussions.
基于磁性隧道结的概率比特(p比特)由于其小尺寸、高操作速度和真正的随机性,最近在概率和神经形态计算架构中引起了人们的兴趣。在实际系统中,比特的输出概率可以通过施加的电流来调谐,该电流通常以准静态调谐曲线为特征。在这封信中,我们转而关注p位的概率分布响应所施加的偏置电流所需的有限时间。我们发现,对于典型的结,这种稳定时间在数百皮秒的范围内,并且高度依赖于各种参数,包括器件尺寸、材料特性和施加电流的大小。这些结果提供了对纳米磁性p位概率分布的动态特性的基线理解,这有助于p位相关系统架构的讨论。
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引用次数: 1
Memory and Communication-in-Logic Using Vortex and Precessional Oscillations in a Magnetic Tunnel Junction 利用磁隧道结中的涡流和预专业振荡实现逻辑中的记忆和通信
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-11-24 DOI: 10.1109/LMAG.2022.3224676
Sonal Shreya;Milad Zamani;Yaseer Rezaeiyan;Hamdam Ghanatian;Tim Böhnert;Alex S. Jenkins;Ricardo Ferreira;Hooman Farkhani;Farshad Moradi
Wearable and implantable devices (WIDs) come with several separate blocks such as preprocessing units, memory, and data transmission blocks. Hence, in this letter, we present the concept of memory and communication-in-logic (MCL) using a magnetic tunnel junction (MTJ). Here, MTJ is presented as a memory device as well as an oscillator for communication purposes. Vortex-based spin-torque nanooscillators (V-STNO) and precessional STNOs (P-STNO) generate a microwave frequency range (a few hundred MHz to a few GHz) wherein the frequency readout technique using the spin-torque diode is implemented for memory read function. In this work, a 300 nm nanodisk V-STNO generates 296 and 312 MHz frequency for two states of chirality (a characteristic of magnetic vortex), respectively. These different frequencies can be sensed for a bit “0”/ “1” read out through which the data from WIDs can be transmitted in a more energy- and area-efficient way. The output power emission is 3.22 and 1.76 µW for bit “1” and “0,” respectively, for V-STNO, which is three orders of magnitude larger than that of P-STNO. Finally, we demonstrate that V-STNO can transmit data up to 10 m in the air medium, which is much longer than P-STNO (0.24 m).
可穿戴和植入式设备(WID)有几个单独的块,如预处理单元、存储器和数据传输块。因此,在这封信中,我们提出了使用磁性隧道结(MTJ)的逻辑中的存储器和通信(MCL)的概念。这里,MTJ被呈现为用于通信目的的存储器设备以及振荡器。基于涡流的自旋力矩纳米振荡器(V-STNO)和进动STNO(P-STNO)产生微波频率范围(几百MHz到几GHz),其中使用自旋力矩二极管的频率读出技术被实现用于存储器读取功能。在这项工作中,300nm纳米盘V-STNO分别为两种手性状态(磁涡旋的特征)产生296和312MHz的频率。这些不同的频率可以被读出一个位“0”/“1”来感测,通过该位可以以更节能和更有效的方式传输来自WID的数据。对于V-STNO,位“1”和“0”的输出功率发射分别为3.22和1.76µW,比P-STNO大三个数量级。最后,我们证明了V-STNO可以在空气介质中传输长达10米的数据,这比P-STNO(0.24米)长得多。
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引用次数: 2
Effect of Buffer and Cap Layer on Thermally Stable Perpendicular Magnetic Anisotropy in Buffer/CoFeB/MgO/Cap Structure 缓冲层和帽层对缓冲层/CoFeB/MgO/帽结构热稳定垂直磁各向异性的影响
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-11-09 DOI: 10.1109/LMAG.2022.3221050
Wei Du;Mengli Liu;Fengxuan Han;Hua Su;Bo Liu;Hao Meng;Xiaoli Tang
In this letter, we study the effect of buffer and cap layers on thermally stable perpendicular magnetic anisotropy (PMA) in a buffer/CoFeB/MgO/cap structure. Not only is the buffer layer crucial, but the type of cap layer also affects the thermal stability of PMA. Relative to the Ta samples, the W samples that adopt a W buffer or cap layer acquire a wider PMA thickness range for further increasing the PMA thermal stability in magnetic random-access memory applications. And similarly for the W buffer layer, the annealing temperature for the W cap layer also increases by 30 °C (from 270 °C to 300 °C). Via detailed anomalous Hall effect measurements, the thermal stability of PMA in buffer/CoFeB/MgO/cap was investigated. This work provides a promising way to obtain high thermal stability of PMA in CoFeB-MgO-based spintronic applications, and it is significant for designing next-generation information storage devices.
在这封信中,我们研究了缓冲层和盖层对缓冲层/CoFeB/MgO/盖结构中热稳定垂直磁各向异性(PMA)的影响。缓冲层不仅至关重要,而且覆盖层的类型也影响PMA的热稳定性。相对于Ta样品,采用W缓冲层或盖层的W样品获得了更宽的PMA厚度范围,以进一步提高磁性随机存取存储器应用中的PMA热稳定性。类似地,对于W缓冲层,W覆盖层的退火温度也增加了30°C(从270°C增加到300°C)。通过详细的反常霍尔效应测量,研究了PMA在缓冲区/CoFeB/MgO/cap中的热稳定性。这项工作为在基于CoFeB-MgO的自旋电子应用中获得PMA的高热稳定性提供了一种很有前途的方法,对设计下一代信息存储设备具有重要意义。
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引用次数: 0
Iterative Multihead Multitrack Detection Scheme for Bit-Patterned Media Recording 用于位模式媒体记录的迭代多磁头多磁道检测方案
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-11-03 DOI: 10.1109/LMAG.2022.3219234
Gyuyeol Kong;Taehyoung Kim;Minchae Jung
An iterative multihead multitrack detection scheme for bit-patterned media recording is described in this letter. The scheme employs two iterative strategies with multihead, multitrack detection where three tracks are simultaneously processed to accurately estimate the channel with track misregistration (TMR) and effectively detect the data by using intertrack interference (ITI) information with high reliability. The first outer iteration aims to compensate for the TMR effect, and the second inner iteration aims to improve the reliability of the data. In the outer iteration, the TMR effect is compensated by modifying the generalized partial response (GPR) target to a channel that reflects the TMR estimated by a TMR estimator using an expectation and maximization algorithm. In the inner iteration, iterative equalization and decoding (IED) is conducted between the two-dimensional partial response maximum-likelihood detector and the low-density parity check decoder based on the revised GPR target. Since each track has a different channel performance according to the amount of ITI information in the multitrack detection, we design the GPR target and the code rate separately for each track to maximize the overall channel performance. The bit error rate performances of the proposed IED scheme are compared with the conventional IED scheme when the areal density is 2 $text{Tb/in}^{2}$. Simulation results show that the IED scheme has more than 2 dB gain compared with the conventional IED scheme for 30$%$ TMR.
本文描述了一种用于位模式媒体记录的迭代多头多磁道检测方案。该方案采用了两种具有多头、多轨道检测的迭代策略,其中三个轨道被同时处理,以准确估计具有轨道配准错误(TMR)的信道,并通过使用具有高可靠性的轨道间干扰(ITI)信息来有效地检测数据。第一次外部迭代旨在补偿TMR效应,第二次内部迭代旨在提高数据的可靠性。在外部迭代中,通过将广义部分响应(GPR)目标修改为反映TMR估计器使用期望和最大化算法估计的TMR的信道来补偿TMR效应。在内部迭代中,基于修正的GPR目标,在二维部分响应最大似然检测器和低密度奇偶校验解码器之间进行迭代均衡和解码(IED)。由于在多轨道检测中,根据ITI信息的数量,每个轨道具有不同的信道性能,因此我们分别为每个轨道设计GPR目标和码率,以最大限度地提高整体信道性能。当面密度为2$text{Tb/in}^{2}$时,将所提出的IED方案的误码率性能与传统IED方案进行了比较。仿真结果表明,对于30$%%$TMR,与传统IED方案相比,IED方案具有超过2dB的增益。
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引用次数: 0
Experimental Demonstration of a Spin-Wave Lens Designed With Machine Learning 利用机器学习设计的自旋波透镜的实验演示
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-09-26 DOI: 10.1109/LMAG.2022.3209647
Martina Kiechle;Levente Maucha;Valentin Ahrens;Carsten Dubs;Wolfgang Porod;Gyorgy Csaba;Markus Becherer;Adam Papp
In this letter, we present the design and experimental realization of a device that acts like a spin-wave lens i.e., it focuses spin waves to a specified location. The structure of the lens does not resemble any conventional lens design. It is a nonintuitive pattern produced by a machine-learning algorithm. As a spin-wave design tool, we used our custom micromagnetic solver SpinTorch, which has built-in automatic gradient calculation and can perform backpropagation through time for spin-wave propagation. The training itself is performed with the saturation magnetization of a yttrium-iron-garnet (YIG) film as a variable parameter, with the goal to guide spin waves to a predefined location. We verified the operation of the device in the widely used mumax$^{3}$ micromagnetic solver, and by experimental realization. For the experimental implementation, we developed a technique to create effective saturation-magnetization landscapes in YIG by direct focused-ion-beam (FIB) irradiation. This allows us to rapidly transfer the nanoscale design patterns to the YIG medium, without patterning the material by etching. We measured the effective saturation magnetization corresponding to the FIB dose levels in advance and used this mapping to translate the designed scatterer to the required dose levels. Our demonstration serves as a proof of concept for a workflow that can be used to realize more sophisticated spin-wave devices with complex functionality, e.g., spin-wave signal processors, or neuromorphic devices.
在这封信中,我们介绍了一种类似于自旋波透镜的装置的设计和实验实现,即它将自旋波聚焦到指定的位置。透镜的结构与任何传统的透镜设计都不相似。这是一种由机器学习算法产生的非直觉模式。作为一种自旋波设计工具,我们使用了我们定制的微磁解算器SpinTorch,该解算器具有内置的自动梯度计算功能,可以通过时间执行自旋波传播的反向传播。训练本身是以钇铁石榴石(YIG)膜的饱和磁化强度作为可变参数进行的,目的是将自旋波引导到预定位置。我们在广泛使用的mumax$^{3}$微磁求解器中验证了该器件的操作,并通过实验实现。为了实现实验,我们开发了一种通过直接聚焦离子束(FIB)照射在YIG中创建有效饱和磁化景观的技术。这使我们能够快速将纳米级设计图案转移到YIG介质上,而无需通过蚀刻对材料进行图案化。我们提前测量了与FIB剂量水平相对应的有效饱和磁化强度,并使用该映射将设计的散射体转换为所需的剂量水平。我们的演示证明了工作流的概念,该工作流可用于实现具有复杂功能的更复杂的自旋波设备,例如,自旋波信号处理器或神经形态设备。
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引用次数: 6
Novel Magnetic Localization Methods for Minimizing the Ellipse Error Based on Tensor Invariants 基于张量不变量的最小化椭圆误差的磁定位新方法
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-09-12 DOI: 10.1109/LMAG.2022.3205881
Xiangang Li;Shenggang Yan;Jianguo Liu;Youyu Yan
There are various technology routes for the localization of magnetic targets. Among them, localization methods based on magnetic gradient tensor invariants have remarkable preponderance. For instance, such invariants are not sensitive to the jitter of the coordinate system, which means this kind of method can be very suitable for application in moving carriers. The traditional classic method contains ellipse error, which cannot be simply ignored. In order to eliminate this error, the general solution of the location vector is derived in this letter. Three methods for solving the general solution are given. To validate the effectiveness of the methods, the localization problem of the measurement array surrounding a static target is simulated. In this simulation, the localization results of the traditional method and the proposed methods are analyzed and compared. The conclusions show that the developed methods successfully remove the ellipse error and improve the localization accuracy.
磁性目标的定位有多种技术路线。其中,基于磁梯度张量不变量的定位方法具有显著的优势。例如,这种不变量对坐标系的抖动不敏感,这意味着这种方法非常适合应用于移动载波。传统的经典方法含有椭圆误差,不能简单忽略。为了消除这一误差,本文推导了位置矢量的一般解。给出了求解一般解的三种方法。为了验证这些方法的有效性,模拟了静态目标周围测量阵列的定位问题。在仿真中,对传统方法和所提出的方法的定位结果进行了分析和比较。结果表明,该方法成功地消除了椭圆误差,提高了定位精度。
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引用次数: 1
Robustness of Binary Stochastic Neurons Implemented With Low Barrier Nanomagnets Made of Dilute Magnetic Semiconductors 用稀磁半导体制成的低势垒纳米磁体实现二元随机神经元的鲁棒性
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-08-26 DOI: 10.1109/LMAG.2022.3202135
Rahnuma Rahman;Supriyo Bandyopadhyay
Binary stochastic neurons (BSNs) are excellent hardware accelerators for machine learning. A popular platform for implementing them is low- or zero-energy barrier nanomagnets possessing in-plane magnetic anisotropy (e.g., circular disks or quasi-elliptical disks with very small eccentricity). Unfortunately, small geometric variations in the lateral shapes of such nanomagnets can produce large changes in the BSN response times if the nanomagnets are made of common metallic ferromagnets (Co, Ni, Fe) with large saturation magnetization. In addition, the response times become very sensitive to initial conditions, i.e., the initial magnetization orientation. In this letter, we show that if the nanomagnets are made of dilute magnetic semiconductors with much smaller saturation magnetization than common metallic ferromagnets, then the variability in their response times (due to shape variations and variation in the initial condition) is drastically suppressed. This significantly reduces the device-to-device variation, which is a serious challenge for large-scale neuromorphic systems. A simple material choice can, therefore, alleviate one of the most aggravating problems in probabilistic computing with nanomagnets.
二进制随机神经元(BSN)是机器学习的优秀硬件加速器。实现它们的一个流行平台是具有平面内磁各向异性的低能垒或零能垒纳米磁体(例如,离心率非常小的圆盘或准椭圆盘)。不幸的是,如果纳米磁体由具有大饱和磁化强度的常见金属铁磁体(Co、Ni、Fe)制成,则这种纳米磁体的横向形状的小几何变化可能会在BSN响应时间上产生大的变化。此外,响应时间对初始条件,即初始磁化方向变得非常敏感。在这封信中,我们表明,如果纳米磁体由饱和磁化强度比普通金属铁磁体小得多的稀磁半导体制成,那么它们响应时间的变化(由于形状变化和初始条件的变化)将被显著抑制。这大大减少了设备间的变化,这对大规模神经形态系统来说是一个严峻的挑战。因此,简单的材料选择可以缓解纳米磁体概率计算中最严重的问题之一。
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引用次数: 5
Theoretical Circuit Design of an Efficient Spintronic Random Number Generator With an Internal Postprocessing Unit 带内部后处理单元的高效自旋电子随机数发生器的理论电路设计
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-08-19 DOI: 10.1109/LMAG.2022.3200326
Saeed Mehri;Abdolah Amirany;Mohammad Hossein Moaiyeri;Kian Jafari
In this letter, a spintronic true random number generator (TRNG) is designed using the stochastic switching feature of the magnetic tunnel junction device in the subcritical current regime. The proposed structure consumes low power and occupies a small area. Also, to improve the quality of random numbers production and compensate for the impact of process variations on the quality of the random output, the proposed TRNG includes an internal postprocessing unit. Compared to state-of-the-art designs, using an internal postprocessing unit reduces the proposed generator's area overhead and power consumption. The simulation results show that the TRNG proposed in this letter consumes up to 68% less power and occupies up to 64% smaller area than the state-of-the-art design. Also, due to the existence of the efficient postprocessing unit, the proposed TRNG successfully passes the National Institute of Standards and Technology random number tests even in the presence of the fabrication process variations.
在这封信中,利用磁隧道结器件在亚临界电流状态下的随机开关特性,设计了一个自旋电子真随机数发生器(TRNG)。所提出的结构消耗低功率并且占用小面积。此外,为了提高随机数产生的质量并补偿过程变化对随机输出质量的影响,所提出的TRNG包括一个内部后处理单元。与最先进的设计相比,使用内部后处理单元减少了所提出的发电机的面积开销和功耗。仿真结果表明,本文提出的TRNG比最先进的设计功耗低68%,占地面积小64%。此外,由于存在有效的后处理单元,即使在制造工艺存在变化的情况下,所提出的TRNG也成功地通过了国家标准与技术研究所的随机数测试。
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引用次数: 7
Longitudinal Transformation of Magnetic Properties in Magnetic Microwires With Graded Magnetic Anisotropy 梯度磁各向异性磁性微导线磁性能的纵向变换
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-08-16 DOI: 10.1109/LMAG.2022.3199170
Alexander Chizhik;Paula Corte-León;Valentina Zhukova;Julian Gonzalez;Arcady Zhukov
We studied the magneto-optical and magnetic behavior of Co- and Fe-rich microwires that were stress-annealed at temperatures distributed along the microwire length. There was a transformation of the magnetic structure across zones subjected to annealing at different temperatures. Differences in the magnetic behavior between the surface and bulk were observed for both Co- and Fe-rich microwires. The formation and subsequent transformation of a helical magnetic structure were observed, depending on the type of microwire. Annealing at temperatures below 100 °C affected the magnetic system of microwires. This effect is due to a weak but noticeable relaxation of the initial stresses in all parts of the microwire that even occurs in the low temperature range.
我们研究了在沿微导线长度分布的温度下进行应力退火的富钴和富铁微导线的磁光和磁行为。在不同温度下进行退火的区域之间存在磁性结构的转变。对于富含Co和Fe的微丝,观察到表面和本体之间的磁性行为的差异。根据微导线的类型,观察到螺旋磁性结构的形成和随后的转变。在低于100°C的温度下退火会影响微导线的磁性系统。这种效应是由于微导线所有部分的初始应力的微弱但明显的松弛,甚至在低温范围内也会发生这种松弛。
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引用次数: 0
Safety Assessment of H-Coil for Nursing Staff in Deep Transcranial Magnetic Stimulation H线圈在深部经颅磁刺激中的安全性评价
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2022-08-16 DOI: 10.1109/LMAG.2022.3198370
Mai Lu;Shoogo Ueno
This work investigates the exposure experienced by the nursing staff executing deep transcranial magnetic stimulations (TMS) using H-coil. The safety assessment was implemented by employing the H-coil and realistic human model. The 144 relative positions of the H-coil with respect to the TMS operator body were considered, including the distance and vertical height. Dependence of the magnetic flux density and induced electric fields in the human model were obtained by using the impedance method. Results were compared with the International Commission on Non-Ionizing Radiation Protection (ICNIRP) guidelines. Regarding the occupational exposure, safe distances of 120 and 100 cm are derived from the ICNIRP reference level (RL) and basic restriction (BR), respectively. At the distance of 100 cm, the exposure level does not exceed the ICNIRP BR, and although the exposure level exceeds the RL, continued exposure is allowed. The findings suggest that nursing staff should stand at least 100 cm apart from the H-coil.
本工作调查了护理人员使用H线圈进行深度经颅磁刺激(TMS)时的暴露情况。采用H线圈和真实人体模型进行安全评估。考虑了H线圈相对于TMS操作员身体的144个相对位置,包括距离和垂直高度。利用阻抗法获得了人体模型中磁通密度和感应电场的相关性。结果与国际非电离辐射防护委员会(ICNIRP)指南进行了比较。关于职业暴露,120和100厘米的安全距离分别来自ICNIRP参考水平(RL)和基本限制(BR)。在100cm的距离处,曝光水平不超过ICNIRP BR,尽管曝光水平超过RL,但允许继续曝光。研究结果表明,护理人员应站在距离H线圈至少100厘米的地方。
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引用次数: 1
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IEEE Magnetics Letters
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