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One Trillion True Random Bits Generated With a Field-Programmable Gate Array Actuated Magnetic Tunnel Junction 利用场可编程门阵列驱动磁隧道结生成一万亿真实随机比特
IF 1.1 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-18 DOI: 10.1109/LMAG.2024.3416091
Andre Dubovskiy;Troy Criss;Ahmed Sidi El Valli;Laura Rehm;Andrew D. Kent;Andrew Haas
Large quantities of random numbers are crucial in a wide range of applications. We have recently demonstrated that perpendicular nanopillar magnetic tunnel junctions (pMTJs) can produce true random bits when actuated with short pulses. However, our implementation used high-end and expensive electronics, such as a high-bandwidth arbitrary waveform generator and analog-to-digital converter, and was limited to relatively low data rates. Here, we significantly increase the speed of true random-number generation of our stochastic actuated pMTJs (SMART-pMTJs) using field-programmable gate arrays (FPGAs), demonstrating the generation of over ${text{10}}^{text{12}}$ bits at rates exceeding 10 Mb/s. The resulting bitstreams pass the NIST Statistical Test Suite for randomness with only one xor operation. In addition to a hundred-fold reduction in the setup cost and a thousand-fold increase in bitrate, the advancement includes simplifying and optimizing random bit generation with a custom-designed analog daughterboard to interface an FPGA and SMART-pMTJ. The resulting setup further enables FPGA at-speed processing of MTJ data for stochastic modeling and cryptography.
大量随机数在广泛的应用中至关重要。我们最近证明,垂直纳米柱磁隧道结(pMTJ)在短脉冲驱动下可以产生真正的随机比特。然而,我们的实现使用了高端且昂贵的电子设备,如高带宽任意波形发生器和模数转换器,而且仅限于相对较低的数据传输速率。在这里,我们利用现场可编程门阵列(FPGA)大幅提高了随机致动 pMTJ(SMART-pMTJ)的真正随机数生成速度,证明了在超过 10 Mb/s 的速率下可生成超过 ${text{10}}^{text{12}}$ 的比特。生成的比特流通过了 NIST 随机性统计测试套件,只需进行一次 xor 操作。除了设置成本降低百倍、比特率提高千倍之外,该技术的进步还包括利用定制设计的模拟子板简化和优化随机比特生成,以连接 FPGA 和 SMART-pMTJ。由此产生的设置进一步实现了 FPGA 对 MTJ 数据的高速处理,用于随机建模和密码学。
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引用次数: 0
A Multiplexer-Based High-Capacity Spintronic Synapse 基于多路复用器的高容量自旋电子突触
IF 1.1 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-06-18 DOI: 10.1109/LMAG.2024.3416092
Mahan Rezaei;Ermia Elahi;Arefe Amirany;Mohammad Hossein Moaiyeri
In recent years, there have been significant advancements in the manufacturing of emerging technologies, especially in the areas of in-memory computing and neural networks, which are currently some of the most actively researched topics. With the increasing need to process complex tasks, the development of intelligent processors has become more crucial than ever. This letter advances a high-capacity spintronic synapse using magnetic tunnel junctions (MTJs) and carbon nanotube field-effect transistors (CNTFETs) to implement associative memory. The choice of MTJ devices is due to their remarkable features, including reliable reconfiguration and nonvolatility. Moreover, CNTFETs have overcome traditional complementary metal–oxide semiconductor limitations, such as the short-channel effect and suboptimal hole mobility. The design seeks to improve accuracy and memory capacity by increasing the number of weights. Simulation results indicate that the design offers a 19%–73% higher number of weights and a lower error rate than the state-of-the-art counterparts.
近年来,新兴技术的生产取得了重大进展,特别是在内存计算和神经网络领域,这些都是目前研究最为活跃的课题。随着处理复杂任务的需求与日俱增,智能处理器的开发变得比以往任何时候都更为重要。这封信利用磁隧道结(MTJ)和碳纳米管场效应晶体管(CNTFET)推进了大容量自旋电子突触,以实现关联记忆。之所以选择 MTJ 器件,是因为它们具有可靠的重新配置和非挥发性等显著特点。此外,CNTFET 克服了传统互补金属氧化物半导体的局限性,如短沟道效应和不理想的空穴迁移率。该设计旨在通过增加砝码数量来提高精度和内存容量。仿真结果表明,与最先进的同类产品相比,该设计的权重数增加了 19%-73% ,错误率更低。
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引用次数: 0
Magnetic and Microstructural Characterization of Carburized 25Cr35NiNb Alloy 渗碳 HP 合金的磁性和微观结构表征
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-18 DOI: 10.1109/LMAG.2024.3376152
Shukai Chen;Minghao Zhang;Ke Huang;Genghao Jiao;Yihua Kang;Bo Feng
During the service of an HP tube, carbon diffuses into the tube wall, forming a carburization layer and reducing the mechanical strength. To quantitatively measure the carburization layer thickness, its magnetic properties should be accurately characterized. Magnetic properties, including saturation magnetization and magnetic permeability, of chromium-depleted HP alloy have been characterized by a vibration sample magnetometer and the eddy current method. The microstructural observations were made using optical microscopy and scanning electron microscopy. The change of the magnetic properties with chromium content has been quantitatively obtained. The results show that the saturated mass magnetization and magnetic permeability have abrupt increases when chromium content is less than 14.6% and 11.8%, respectively. The obtained properties were further used to quantitatively evaluate the carburization layer thickness in a slice of ex-serviced tube. The estimation error was less than 0.33 mm, indicating the characterized magnetic properties are effective for the carburization layer measurement.
HP 管在使用过程中,碳会扩散到管壁,形成渗碳层,降低机械强度。要定量测量渗碳层厚度,就必须准确表征其磁性能。我们采用振动样品磁力计和涡流法对贫铬 HP 合金的磁性能(包括饱和磁化和磁导率)进行了表征。使用光学显微镜和扫描电子显微镜对微观结构进行了观察。定量分析了磁性能随铬含量的变化。结果表明,当铬含量低于 14.6% 和 11.8% 时,饱和磁化率和磁导率会突然增加。获得的特性被进一步用于定量评估退役钢管切片的渗碳层厚度。估算误差小于 0.33 毫米,表明所表征的磁性能对渗碳层测量有效。
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引用次数: 0
Complementary-Magnetization-Switching Perpendicular Spin-Orbit Torque Random-Access Memory Cell for High Read Performance 实现高读取性能的互补磁化开关垂直自旋轨道转矩随机存取存储器单元
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-03 DOI: 10.1109/LMAG.2024.3396750
Hao Zhang;Di Wang;Long Liu;Yu Liu;Huai Lin;Yifan Zhang;Changqing Xie
The read reliability of spin-transfer torque magnetic random-access memory (STT-MRAM) is greatly hindered by a low sensing margin as a result of a small tunneling magnetoresistance ratio. Although the new generation of perpendicular anisotropy spin-orbit torque (SOT)-MRAM offers faster access speed and a longer lifetime than STT-MRAM, its read performance has not improved or even deteriorated because of the additional resistance of the SOT channel in the read path. In this letter, we propose two novel cell structures of SOT-MRAM that consist of one/two transistors, two diodes, and two magnetic tunnel junctions (1T2D2MTJ/2T2D2MTJ) on a shared U-shaped antiferromagnet layer, enabling a self-referencing scheme. Thanks to the bent current channel, the opposite direction of the SOT current below the free layers can one-step switch different data states in compatibility with the existing fabrication process of SOT-MRAM. Combined with the 28 nm tech node and Verilog-A MTJ compact model, the simulation results show that our MRAM cell significantly improves the sensing margin and bit error rate over the conventional two transistors and one MTJ (2T1M) cell, which is expected to become a high read performance solution.
自旋转移力矩磁性随机存取存储器(STT-MRAM)的读取可靠性因隧道磁阻比小而感应裕度低而大受影响。虽然新一代垂直各向异性自旋轨道力矩(SOT)-MRAM 比 STT-MRAM 具有更快的存取速度和更长的使用寿命,但由于 SOT 通道在读取路径中的附加电阻,其读取性能并未得到改善,甚至有所下降。在这封信中,我们提出了两种新型 SOT-MRAM 单元结构,它们由一个/两个晶体管、两个二极管和两个磁隧道结(1T2D2MTJ/2T2D2MTJ)组成,位于一个共享的 U 型反铁磁体层上,从而实现了自参照方案。得益于弯曲的电流通道,自由层下的 SOT 电流的相反方向可以一步切换不同的数据状态,与现有的 SOT-MRAM 制造工艺兼容。结合 28 纳米技术节点和 Verilog-A MTJ 紧凑型模型,仿真结果表明,与传统的两个晶体管和一个 MTJ(2T1M)单元相比,我们的 MRAM 单元显著提高了传感裕度和误码率,有望成为一种高读取性能解决方案。
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引用次数: 0
Design and Testing of a Compact, Portable Single-Pulse Transcranial Magnetic Stimulation Device 设计和测试小型便携式 sTMS 设备
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-02-28 DOI: 10.1109/LMAG.2024.3371370
Wesley Lawson
We describe the design and preliminary testing of a portable single-pulse transcranial magnetic stimulation (sTMS) device for the possible treatment of migraine headaches. The design requirements are presented, and tradeoffs/options for some of the key components are analyzed. Details of the design are given, and performance results of the initial prototype are compared with the theoretical predictions, demonstrating the viability of the design.
我们介绍了可能用于治疗偏头痛的便携式单脉冲经颅磁刺激(sTMS)设备的设计和初步测试。我们介绍了设计要求,并分析了一些关键部件的权衡/选择。介绍了设计细节,并将初始原型的性能结果与理论预测进行了比较,从而证明了设计的可行性。
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引用次数: 0
Radiation-Immune Spintronic Binary Synapse and Neuron for Process-in-Memory Architecture 用于内存进程架构的辐射免疫自旋电子二进制突触和神经元
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-22 DOI: 10.1109/LMAG.2024.3356815
Milad Tanavardi Nasab;Abdolah Amirany;Mohammad Hossein Moaiyeri;Kian Jafari
This letter proposes a single event upset (SEU)-hardened task-scheduling logic-in-memory xnor/xor neuron and synapse circuit. Using a C-element and a magnetic tunnel junction enhances immunity against SEU injection. Also, using logic-in-memory architecture eliminates the need to access external memory and decreases power and delay. Furthermore, using a carbon nanotube field-effect transistor leads to lower leakage and static current caused by higher gate control in these transistors. Compared to the state-of-the-art counterparts, the developed design offers at least 31%, 17%, and 3% improvement in power, power delay product, and power delay area product, respectively.
这封信提出了一种单事件干扰(SEU)加固的任务调度逻辑内存 xnor/xor 神经元和突触电路。使用 C 元素和磁隧道结增强了对 SEU 注入的免疫力。同时,使用内存逻辑架构无需访问外部存储器,从而降低了功耗和延迟。此外,使用碳纳米管场效应晶体管可降低漏电流和静态电流,因为这些晶体管的栅极控制能力更强。与最先进的同类产品相比,所开发的设计在功率、功率延迟积和功率延迟面积积方面分别至少提高了 31%、17% 和 3%。
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引用次数: 0
Antiferromagnetism in Two-Dimensional, 1T-Phase Iridium Oxide 二维 1T 相氧化铱中的反铁磁性
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-05 DOI: 10.1109/LMAG.2024.3350438
Charlie Jindrich;Qi Shao;Antonio Ruotolo
Theoretical studies show that metastable phases of nonmagnetic oxides could exhibit magnetic order when synthesized in two-dimensional (2-D) atomic crystals. In this letter, we report experimental evidence of a nontrivial antiferromagnetic behavior in a 2-D, metastable phase of iridium oxide in which iridium forms a triangular lattice. We compare the magnetic behavior of the crystals in the morphology of 2-D nanosheets with that of the same crystals in the morphology of nanoparticles. At low temperatures, the magnetic moment of nanosheets exceeds that of the nanoparticles while coercivity and remanence collapse, suggesting a transition to an antiferromagnetic phase. Morphology at the nanoscale seems to play a significant role in the magnetic behavior of oxide semiconductors.
理论研究表明,在二维(2-D)原子晶体中合成非磁性氧化物的逸散相时,可以表现出磁性秩序。在这封信中,我们报告了实验证据,证明氧化铱的二维可蜕变相具有非对称反铁磁行为,其中铱形成了三角形晶格。我们将二维纳米片形态晶体的磁行为与纳米颗粒形态晶体的磁行为进行了比较。在低温下,纳米片的磁矩超过了纳米颗粒的磁矩,同时矫顽力和剩磁坍缩,这表明纳米片过渡到了反铁磁相。纳米尺度的形态似乎在氧化物半导体的磁性行为中起着重要作用。
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引用次数: 0
Magnetic Field-Induced Phase Transition and Weak Ferromagnetism in Nonsuperconducting Optimally Doped PrBCO Cuprate 非超导最佳掺杂 PrBCO 铜酸盐中的磁场诱导相变和弱铁磁性
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-01-05 DOI: 10.1109/LMAG.2024.3350428
Mahieddine Lahoubi;Shengli Pu;Weinan Liu;Zhe Yang
In this letter, we report anomalous magnetic properties in high dc magnetic fields H up to 11 and 16 T from 1.35 up to 20 K on PrBa2Cu3O6.95 (PrBCO6.95) cuprate ceramic. Significant magnetic-field effects are revealed in the derivative of the magnetization M(T) versus T using two sets of values of H selected in the range of 2.5–9.5 T. Anomalies are observed at the low-critical point Tcr = 4–5 K, in the region of the spin reorientation phase transition temperature T2 = 10.5 K, and around the Néel temperature of the antiferromagnetic ordering of the Pr3+ sublattice TN = 14 K. Using Arrott plot analysis, we identified weak field-induced phase transitions at two critical fields, Hcr1(T) ∼ 3.3 T and Hcr2(T) ∼ 7.5 T, whose associated transition lines exhibit an almost temperature-independent behavior in the range 1.35 K-T2, and seem to vanish in the vicinity of TN. When T decreases from 20 K, an increase occurs in the derivative of the magnetization M(H) versus H for 0.5 T < H < 1 T, as well as in the differential susceptibility χd(T) versus T where a shape change occurs when crossing Tcr. The spontaneous magnetization MS(T), which was deduced by extrapolation to zero-field from the field-linear regime up to 2 T, shows an inverse variation with T and a shape change when crossing TN and T2. These features, which are taken as evidence for an additional weak ferromagnetic-like component that survives above TN, result from the significant role of the Pr-Cu(2) magnetic coupling.
在这封信中,我们报告了 PrBa2Cu3O6.95 (PrBCO6.95) 铜氧化物陶瓷在 1.35 至 20 K 高直流磁场 H 达 11 和 16 T 时的异常磁性能。在低临界点 Tcr = 4-5 K、自旋重新定向相变温度 T2 = 10.利用阿罗特图分析,我们确定了在两个临界场 Hcr1(T) ∼ 3.3 T 和 Hcr2(T) ∼ 7.5 T 处的弱场诱导相变,其相关的过渡线在 1.35 K-T2 范围内表现出几乎与温度无关的行为,并且似乎在 TN 附近消失。当 T 从 20 K 开始降低时,磁化 M(H) 相对于 H 的导数(0.5 T < H < 1 T)以及相对于 T 的差分磁感应强度 χd(T)都会增加。自发磁化 MS(T) 是通过从场-线性机制推断出的零场,最高可达 2 T,显示出随 T 的反向变化,以及在跨越 TN 和 T2 时的形状变化。这些特征被认为是在 TN 以上存在一个额外的弱铁磁样成分的证据,是 Pr-Cu(2) 磁耦合的重要作用所致。
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引用次数: 0
Microstructure Evolution and First-Order Reversal Curve Analysis of the Interphase Coupling in SmCo Thick Film 钐钴厚膜中相间耦合的微观结构演变和一阶反转曲线分析
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-18 DOI: 10.1109/LMAG.2023.3344026
Oksana Koplak;Federico Maspero;Alejandro Plaza;Andrea Del Giacco;Maria Cocconcelli;Riccardo Bertacco
Thick SmCo films of 500 nm thickness were deposited by radio frequency sputtering in W/SmCo/W structures on a Si substrate. After annealing at 650–750 °C, the as-grown soft amorphous structure transforms into a mixture of crystalline Sm2Co17 and SmCo5 hard magnetic phases. Annealing at 650 °C leads to film crystallization with an average grain size of 64 nm, coercivity of 0.5 T, and remanence magnetization of about 0.5 T for a maximum applied field of 2 T. The remanence magnetization decreases by 20% upon annealing at 750 °C, whereas the average crystalline size and coercivity increase up to 73 nm and 1.1 T, respectively. Series of the first-order reversal curves recorded in the samples that were annealed at 650 °C and 750 °C demonstrate redistribution of the switching fields between the softer (Sm2Co17) and harder (SmCo5) phases, depending on the strength of interphase interaction. Overall, the higher remanence and sizable coercivity of films annealed at 650 °C make them good candidates for the fabrication of micromagnets to be integrated in microelectromechanical systems.
通过射频溅射法在硅衬底上沉积了 W/SmCo/W 结构的 500 nm 厚钐钴薄膜。在 650-750 °C 退火后,生长的软质无定形结构转变为结晶 Sm2Co17 和 SmCo5 硬磁相的混合物。在 650 °C 退火后,薄膜结晶,平均晶粒大小为 64 nm,矫顽力为 0.5 T,在最大外加磁场为 2 T 时,剩磁约为 0.5 T;在 750 °C 退火后,剩磁降低了 20%,而平均晶粒大小和矫顽力则分别增加到 73 nm 和 1.1 T。在 650 ℃ 和 750 ℃ 下退火的样品记录的一阶反转曲线系列表明,开关场在较软(Sm2Co17)和较硬(SmCo5)相之间重新分布,这取决于相间相互作用的强度。总之,在 650 ℃ 下退火的薄膜具有较高的剩磁和相当大的矫顽力,是制造集成到微机电系统中的微型磁体的理想材料。
{"title":"Microstructure Evolution and First-Order Reversal Curve Analysis of the Interphase Coupling in SmCo Thick Film","authors":"Oksana Koplak;Federico Maspero;Alejandro Plaza;Andrea Del Giacco;Maria Cocconcelli;Riccardo Bertacco","doi":"10.1109/LMAG.2023.3344026","DOIUrl":"https://doi.org/10.1109/LMAG.2023.3344026","url":null,"abstract":"Thick SmCo films of 500 nm thickness were deposited by radio frequency sputtering in W/SmCo/W structures on a Si substrate. After annealing at 650–750 °C, the as-grown soft amorphous structure transforms into a mixture of crystalline Sm\u0000<sub>2</sub>\u0000Co\u0000<sub>17</sub>\u0000 and SmCo\u0000<sub>5</sub>\u0000 hard magnetic phases. Annealing at 650 °C leads to film crystallization with an average grain size of 64 nm, coercivity of 0.5 T, and remanence magnetization of about 0.5 T for a maximum applied field of 2 T. The remanence magnetization decreases by 20% upon annealing at 750 °C, whereas the average crystalline size and coercivity increase up to 73 nm and 1.1 T, respectively. Series of the first-order reversal curves recorded in the samples that were annealed at 650 °C and 750 °C demonstrate redistribution of the switching fields between the softer (Sm\u0000<sub>2</sub>\u0000Co\u0000<sub>17)</sub>\u0000 and harder (SmCo\u0000<sub>5</sub>\u0000) phases, depending on the strength of interphase interaction. Overall, the higher remanence and sizable coercivity of films annealed at 650 °C make them good candidates for the fabrication of micromagnets to be integrated in microelectromechanical systems.","PeriodicalId":13040,"journal":{"name":"IEEE Magnetics Letters","volume":"14 ","pages":"1-5"},"PeriodicalIF":1.2,"publicationDate":"2023-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139654699","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spin Transport and Magnetic Proximity Effect in CoFeB/Normal Metal/Pt Trilayers CoFeB/ 正常金属/铂三层膜中的自旋传输和磁接近效应
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-06 DOI: 10.1109/LMAG.2023.3340122
Simon Häuser;Matthias R. Schweizer;Sascha Keller;Andres Conca;Moritz Hofherr;Evangelos Papaioannou;Benjamin Stadtmüller;Burkard Hillebrands;Martin Aeschlimann;Mathias Weiler
We present a study of the damping and spin pumping properties of CoFeB/X/Pt systems with $rm X=Al,Cr$, and $rm Ta$. We show that the total damping of the CoFeB/Pt systems is strongly reduced when an interlayer is introduced independently of the material. Using a model that considers spin relaxation, we identify the origin of this contribution in the magnetically polarized Pt formed by the magnetic proximity effect (MPE), which is suppressed by the introduction of the interlayer. The induced ferromagnetic order in the Pt layer is confirmed by element-sensitive transverse magneto-optical Kerr spectroscopy at the M$_{2,3}$ and N$_{7}$ absorption edges. We discuss the impact of the MPE on parameter extraction in the spin transport model.
我们介绍了对具有 $rm X=Al,Cr$ 和 $rm Ta$ 的 CoFeB/X/Pt 系统的阻尼和自旋泵特性的研究。我们的研究表明,当引入独立于材料的夹层时,CoFeB/Pt 系统的总阻尼会大大降低。通过使用一个考虑自旋弛豫的模型,我们确定了由磁接近效应(MPE)形成的磁极化铂中这一贡献的来源,而引入中间膜后,磁接近效应被抑制。在 M$_{2,3}$ 和 N$_7$ 吸收边作为元素敏感探针的横向磁光 Kerr 光谱证实了铂层中的诱导铁磁秩序。我们讨论了 MPE 对自旋输运模型参数提取的影响。
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引用次数: 0
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IEEE Magnetics Letters
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