首页 > 最新文献

IEEE Magnetics Letters最新文献

英文 中文
Analysis of Skyrmion Shuffling Chamber Stochasticity for Neuromorphic Computing Applications 用于神经形态计算应用的Skyrmion Shuffling腔Stocurity分析
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-03-25 DOI: 10.1109/LMAG.2023.3280120
Zulfidin Khodzhaev;Emrah Turgut;Jean Anne C. Incorvia
In this study, micromagnetic simulations of a magnetic skyrmion reshuffling chamber for probabilistic computing applications are performed. The skyrmion shuffling chamber is modeled with a custom current density masking technique to capture current density variation, grain boundary variations, and anisotropy changes. The results show that the skyrmion oscillatory dynamics contribute to the system's stochasticity, allowing uncorrelated signals to be achieved with a single chamber. Our findings indicate that uncorrelated signals are generally achieved at all temperatures simulated, with the skyrmion diameter playing a role in the resulting stochasticity. Furthermore, we find that local temperature control has the benefit of not affecting the overall skyrmion diameter, while still perturbing the skyrmion trajectory. The results from varying chamber size, global temperature, and local temperature are analyzed using Pearson correlation coefficient and p-value. This research contributes to the development of tunable probabilistic computing devices and artificial synapses using magnetic skyrmions.
在这项研究中,对用于概率计算应用的磁性skyrmion改组室进行了微磁模拟。skyrmion混洗室采用定制的电流密度掩蔽技术建模,以捕捉电流密度变化、晶界变化和各向异性变化。结果表明,skyrmion振荡动力学有助于系统的随机性,允许用单个腔室获得不相关的信号。我们的研究结果表明,在模拟的所有温度下,通常都能获得不相关的信号,skyrmion直径在由此产生的随机性中发挥了作用。此外,我们发现局部温度控制的好处是不影响skyrmion的整体直径,同时仍然干扰skyrmion轨迹。使用Pearson相关系数和p值分析了不同腔室大小、全局温度和局部温度的结果。这项研究有助于开发可调谐的概率计算设备和使用磁性skyrmions的人工突触。
{"title":"Analysis of Skyrmion Shuffling Chamber Stochasticity for Neuromorphic Computing Applications","authors":"Zulfidin Khodzhaev;Emrah Turgut;Jean Anne C. Incorvia","doi":"10.1109/LMAG.2023.3280120","DOIUrl":"https://doi.org/10.1109/LMAG.2023.3280120","url":null,"abstract":"In this study, micromagnetic simulations of a magnetic skyrmion reshuffling chamber for probabilistic computing applications are performed. The skyrmion shuffling chamber is modeled with a custom current density masking technique to capture current density variation, grain boundary variations, and anisotropy changes. The results show that the skyrmion oscillatory dynamics contribute to the system's stochasticity, allowing uncorrelated signals to be achieved with a single chamber. Our findings indicate that uncorrelated signals are generally achieved at all temperatures simulated, with the skyrmion diameter playing a role in the resulting stochasticity. Furthermore, we find that local temperature control has the benefit of not affecting the overall skyrmion diameter, while still perturbing the skyrmion trajectory. The results from varying chamber size, global temperature, and local temperature are analyzed using Pearson correlation coefficient and p-value. This research contributes to the development of tunable probabilistic computing devices and artificial synapses using magnetic skyrmions.","PeriodicalId":13040,"journal":{"name":"IEEE Magnetics Letters","volume":"14 ","pages":"1-5"},"PeriodicalIF":1.2,"publicationDate":"2023-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67762072","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
A Deep Dive Into the Computational Fidelity of High-Variability Low Energy Barrier Magnet Technology for Accelerating Optimization and Bayesian Problems 高变率低能量势垒磁体加速优化技术的计算保真度与贝叶斯问题
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-03-08 DOI: 10.1109/LMAG.2023.3274051
Md Golam Morshed;Samiran Ganguly;Avik W. Ghosh
Low energy barrier magnet (LBM) technology has recently been proposed as a candidate for accelerating algorithms based on energy minimization and probabilistic graphs because their physical characteristics have a one-to-one mapping onto the primitives of these algorithms. Many of these algorithms have a much higher tolerance for error compared to high-accuracy numerical computation. LBM, however, is a nascent technology, and devices show high sample-to-sample variability. In this letter, we take a deep dive into the overall fidelity afforded by this technology in providing computational primitives for these algorithms. We show, that while the computed results show finite deviations from zero-variability devices, the margin of error is almost always certifiable to a certain percentage. This suggests that LBM technology could be a viable candidate as an accelerator for popular emerging paradigms of computing.
低能势垒磁体(LBM)技术最近被提出作为基于能量最小化和概率图的加速算法的候选者,因为它们的物理特性对这些算法的基元具有一对一的映射。与高精度数值计算相比,这些算法中的许多具有高得多的误差容限。然而,LBM是一项新兴技术,设备显示出高样本间的可变性。在这封信中,我们深入探讨了这项技术在为这些算法提供计算原语时所提供的整体保真度。我们表明,虽然计算结果显示与零可变性设备的偏差是有限的,但误差幅度几乎总是可以证明为一定的百分比。这表明LBM技术可能是一种可行的候选者,可以作为流行的新兴计算范式的加速器。
{"title":"A Deep Dive Into the Computational Fidelity of High-Variability Low Energy Barrier Magnet Technology for Accelerating Optimization and Bayesian Problems","authors":"Md Golam Morshed;Samiran Ganguly;Avik W. Ghosh","doi":"10.1109/LMAG.2023.3274051","DOIUrl":"https://doi.org/10.1109/LMAG.2023.3274051","url":null,"abstract":"Low energy barrier magnet (LBM) technology has recently been proposed as a candidate for accelerating algorithms based on energy minimization and probabilistic graphs because their physical characteristics have a one-to-one mapping onto the primitives of these algorithms. Many of these algorithms have a much higher tolerance for error compared to high-accuracy numerical computation. LBM, however, is a nascent technology, and devices show high sample-to-sample variability. In this letter, we take a deep dive into the overall fidelity afforded by this technology in providing computational primitives for these algorithms. We show, that while the computed results show finite deviations from zero-variability devices, the margin of error is almost always certifiable to a certain percentage. This suggests that LBM technology could be a viable candidate as an accelerator for popular emerging paradigms of computing.","PeriodicalId":13040,"journal":{"name":"IEEE Magnetics Letters","volume":"14 ","pages":"1-5"},"PeriodicalIF":1.2,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67763013","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: 1
Possible Ground States and Magnetic-Field-Tuned Phase Transitions of a Geometrically Frustrated Ising Antiferromagnet on a Triangular Lattice 三角晶格上几何抑制的Ising反铁磁体的可能基态和磁场调谐相变
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-03-08 DOI: 10.1109/LMAG.2023.3274049
Thao Huong Pham
Possible average alignments of the spins in the ground state and the phase transitions of a geometrically frustrated Ising antiferromagnet in the presence of magnetic fields on a triangular lattice are studied in a mean field approximation. Starting from a zero-field clock phase, we can determine the phase boundaries from the curves of magnetic moments and their derivatives as functions of the fields. We also analyze the behavior of sublattice magnetic moments under the effect of the fields. The experimental relevances for TmMgGaO4 and SrEr2O4 are discussed. Besides, using a functional integral method, we have calculated a functional for free energy to obtain the contribution of spin fluctuations. From this, we can find that the role of the quantum spin fluctuations at very low temperatures is only prominent in the vicinity of the transition points. It can therefore be seen that the results, although given in the mean field approximation, describe quite well the phase transitions and rearrangements of the magnetic moment per spin under the effect of both the transverse and longitudinal fields.
在平均场近似下,研究了在三角形晶格上存在磁场的情况下,几何受抑的伊辛反铁磁体基态自旋的可能平均排列和相变。从零场时钟相位开始,我们可以根据磁矩及其导数作为场函数的曲线来确定相位边界。我们还分析了场作用下亚晶格磁矩的行为。讨论了TmMgGaO4和SrEr2O4的实验相关性。此外,利用泛函积分方法,我们计算了自由能的泛函,得到了自旋涨落的贡献。由此,我们可以发现,在非常低的温度下,量子自旋涨落的作用只在跃迁点附近突出。因此可以看出,尽管这些结果是在平均场近似中给出的,但它们很好地描述了在横向场和纵向场的影响下每自旋磁矩的相变和重排。
{"title":"Possible Ground States and Magnetic-Field-Tuned Phase Transitions of a Geometrically Frustrated Ising Antiferromagnet on a Triangular Lattice","authors":"Thao Huong Pham","doi":"10.1109/LMAG.2023.3274049","DOIUrl":"https://doi.org/10.1109/LMAG.2023.3274049","url":null,"abstract":"Possible average alignments of the spins in the ground state and the phase transitions of a geometrically frustrated Ising antiferromagnet in the presence of magnetic fields on a triangular lattice are studied in a mean field approximation. Starting from a zero-field clock phase, we can determine the phase boundaries from the curves of magnetic moments and their derivatives as functions of the fields. We also analyze the behavior of sublattice magnetic moments under the effect of the fields. The experimental relevances for TmMgGaO\u0000<sub>4</sub>\u0000 and SrEr\u0000<sub>2</sub>\u0000O\u0000<sub>4</sub>\u0000 are discussed. Besides, using a functional integral method, we have calculated a functional for free energy to obtain the contribution of spin fluctuations. From this, we can find that the role of the quantum spin fluctuations at very low temperatures is only prominent in the vicinity of the transition points. It can therefore be seen that the results, although given in the mean field approximation, describe quite well the phase transitions and rearrangements of the magnetic moment per spin under the effect of both the transverse and longitudinal fields.","PeriodicalId":13040,"journal":{"name":"IEEE Magnetics Letters","volume":"14 ","pages":"1-5"},"PeriodicalIF":1.2,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67762118","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
Magnetic-Particle-Discrimination Method Using Difference of Relaxation Time for Magnetic Particle Imaging 基于弛豫时间差的磁粉成像鉴别方法
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-02-09 DOI: 10.1109/LMAG.2023.3243493
Kota Nomura;Masaomi Washino;Tetsuya Matsuda;Shun Tonooka;Seino Satoshi;H. Yoshida;K. Nishigaki;Takashi Nakagawa;Toshihiko Kiwa
Magnetic particle imaging (MPI) is an imaging modality that directly detects the nonlinear responses of magnetic nanoparticles (MNPs). Spatial encoding is achieved by saturating the magnetic moment of MNPs almost everywhere except in a special point called the field-free region in which a magnetic field vanishes. Recently, MPI sensitivity was improved using a field-free line (FFL) in which a field-free region was formed as a line. An MPI with an FFL device was developed using a neodymium magnet and an iron yoke to image objects with a small amount of MNPs, such as in biological systems. We have been developing MPI equipment for detecting amyloid-β, a causative agent of Alzheimer's disease. We attached amyloid-β probes to nanoparticles. In our development, we discriminated between magnetic particles that are bound to biological tissue from those that are suspended in the brain. We focused on the differences in relaxation times due to the change in the hydrodynamic diameter between the bound and unbound particles. Because the bound particles have a larger apparent particle size and do not rotate when an ac magnetic field is applied, the relaxation time is different from the unbound particles. Since the differences in the responses to the ac magnetic field appear as relaxation times, we investigated a particle-discrimination method using these differences and studied the magnetization response of MNPs using our developed MPI device.
磁粉成像(MPI)是一种直接检测磁性纳米颗粒(MNP)非线性响应的成像方式。空间编码是通过使MNP的磁矩几乎在任何地方饱和来实现的,除了在一个被称为磁场消失的无场区域的特殊点。最近,使用其中无场区域形成为线的无场线(FFL)来提高MPI灵敏度。使用钕磁体和铁轭开发了一种带有FFL设备的MPI,用于对具有少量MNP的物体进行成像,例如在生物系统中。我们一直在开发MPI设备来检测淀粉样蛋白-β,一种阿尔茨海默病的病原体。我们将淀粉样蛋白-β探针连接到纳米颗粒上。在我们的发展过程中,我们区分了与生物组织结合的磁性粒子和悬浮在大脑中的磁性粒子。我们重点研究了由于结合粒子和未结合粒子之间流体动力学直径的变化而导致的弛豫时间的差异。由于结合粒子具有较大的表观粒径,并且在施加交流磁场时不旋转,因此弛豫时间与未结合粒子不同。由于对交流磁场的响应差异表现为弛豫时间,我们研究了一种利用这些差异的粒子判别方法,并使用我们开发的MPI设备研究了MNP的磁化响应。
{"title":"Magnetic-Particle-Discrimination Method Using Difference of Relaxation Time for Magnetic Particle Imaging","authors":"Kota Nomura;Masaomi Washino;Tetsuya Matsuda;Shun Tonooka;Seino Satoshi;H. Yoshida;K. Nishigaki;Takashi Nakagawa;Toshihiko Kiwa","doi":"10.1109/LMAG.2023.3243493","DOIUrl":"https://doi.org/10.1109/LMAG.2023.3243493","url":null,"abstract":"Magnetic particle imaging (MPI) is an imaging modality that directly detects the nonlinear responses of magnetic nanoparticles (MNPs). Spatial encoding is achieved by saturating the magnetic moment of MNPs almost everywhere except in a special point called the field-free region in which a magnetic field vanishes. Recently, MPI sensitivity was improved using a field-free line (FFL) in which a field-free region was formed as a line. An MPI with an FFL device was developed using a neodymium magnet and an iron yoke to image objects with a small amount of MNPs, such as in biological systems. We have been developing MPI equipment for detecting amyloid-β, a causative agent of Alzheimer's disease. We attached amyloid-β probes to nanoparticles. In our development, we discriminated between magnetic particles that are bound to biological tissue from those that are suspended in the brain. We focused on the differences in relaxation times due to the change in the hydrodynamic diameter between the bound and unbound particles. Because the bound particles have a larger apparent particle size and do not rotate when an ac magnetic field is applied, the relaxation time is different from the unbound particles. Since the differences in the responses to the ac magnetic field appear as relaxation times, we investigated a particle-discrimination method using these differences and studied the magnetization response of MNPs using our developed MPI device.","PeriodicalId":13040,"journal":{"name":"IEEE Magnetics Letters","volume":"14 ","pages":"1-5"},"PeriodicalIF":1.2,"publicationDate":"2023-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67763017","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
Magnetic Structural Analysis of Nanocrystalline Soft Magnets by Small-Angle Neutron Scattering 用小角度中子散射法分析纳米晶软磁体的磁结构
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-02-03 DOI: 10.1109/LMAG.2023.3242108
Hiroaki Mamiya;Yojiro Oba;Kosuke Hiroi;Takayuki Miyatake;Ravi Gautam;Hossein Sepehri-Amin;Tadakatsu Ohkubo
Nanocrystalline soft magnets have attracted significant attention for their improvement of energy conversion devices. It has been considered that the partial nanocrystallization of amorphous structures is a key to macroscopic magnetic softness. However, the mechanism has not been clarified because of inadequate knowledge of the magnetic nanostructures connecting microscopic crystalline structures and macroscopic magnetic properties. Here, we performed small-angle neutron scattering (SANS) for Fe85Si2B8P4Cu1 alloy ribbons (NANOMETs). Rapidly quenched ribbons were annealed at 375 °C and 400 °C for 5 min. The X-ray diffraction pattern for the as-quenched ribbons did not exhibit peaks. Therefore, their atomic structure can be considered amorphous. Oppositely, evident α-iron peaks were observed for the ribbons annealed at 375 °C and 400 °C. The nuclear scattering contribution in SANS indicates that the precipitations were formed with sizes in the nanoscale. The magnetic scattering contribution in SANS for the as-quenched ribbon, whose intensity decreased with an increase in the scattering vector q in proportion to q−4, disappeared when magnetic fields were applied. This behavior is consistent with the conventional magnetic domain picture. Oppositely, the reduction rates of the magnetic scattering contribution for q were nonmonotonous for the nanocrystallized ribbons. Furthermore, strong magnetic scattering was observed in the directions inclined to the magnetic field. This feature is similar to that reported for Fe–(Nb, Zr)–B alloy ribbons (NANOPERMs). The knowledge on the magnetic nanostructures characterized by the unusual angular dependence of magnetic scattering would be helpful to considering the relationship between partially nanocrystallized structure and macroscopic soft magnetic properties.
纳米晶体软磁体由于其对能量转换器件的改进而引起了人们的极大关注。非晶结构的部分纳米化被认为是宏观磁柔软度的关键。然而,由于对连接微观晶体结构和宏观磁性的磁性纳米结构了解不足,该机制尚未阐明。在这里,我们对Fe85Si2B8P4Cu1合金带(NANOMETs)进行了小角度中子散射(SANS)。快淬薄带在375℃退火 °C和400 持续5分钟。淬火后的带状物的X射线衍射图没有显示出峰值。因此,它们的原子结构可以被认为是无定形的。相反,在375℃退火的薄带上观察到明显的α-铁峰 °C和400 °C。SANS中的核散射贡献表明沉淀是以纳米级的尺寸形成的。当施加磁场时,淬火带的SANS中的磁散射贡献消失了,其强度随着散射矢量q的增加而降低,与q−4成比例。这种行为与传统的磁畴图像一致。相反,对于纳米晶体带,q的磁散射贡献的降低率是非单调的。此外,在倾斜于磁场的方向上观察到强磁散射。该特征与报道的Fe–(Nb,Zr)–B合金带(NANOPERM)的特征相似。关于以磁散射的异常角度依赖性为特征的磁性纳米结构的知识将有助于考虑部分纳米化结构与宏观软磁性能之间的关系。
{"title":"Magnetic Structural Analysis of Nanocrystalline Soft Magnets by Small-Angle Neutron Scattering","authors":"Hiroaki Mamiya;Yojiro Oba;Kosuke Hiroi;Takayuki Miyatake;Ravi Gautam;Hossein Sepehri-Amin;Tadakatsu Ohkubo","doi":"10.1109/LMAG.2023.3242108","DOIUrl":"https://doi.org/10.1109/LMAG.2023.3242108","url":null,"abstract":"Nanocrystalline soft magnets have attracted significant attention for their improvement of energy conversion devices. It has been considered that the partial nanocrystallization of amorphous structures is a key to macroscopic magnetic softness. However, the mechanism has not been clarified because of inadequate knowledge of the magnetic nanostructures connecting microscopic crystalline structures and macroscopic magnetic properties. Here, we performed small-angle neutron scattering (SANS) for Fe\u0000<sub>85</sub>\u0000Si\u0000<sub>2</sub>\u0000B\u0000<sub>8</sub>\u0000P\u0000<sub>4</sub>\u0000Cu\u0000<sub>1</sub>\u0000 alloy ribbons (NANOMETs). Rapidly quenched ribbons were annealed at 375 °C and 400 °C for 5 min. The X-ray diffraction pattern for the as-quenched ribbons did not exhibit peaks. Therefore, their atomic structure can be considered amorphous. Oppositely, evident α-iron peaks were observed for the ribbons annealed at 375 °C and 400 °C. The nuclear scattering contribution in SANS indicates that the precipitations were formed with sizes in the nanoscale. The magnetic scattering contribution in SANS for the as-quenched ribbon, whose intensity decreased with an increase in the scattering vector \u0000<italic>q</i>\u0000 in proportion to \u0000<italic>q</i>\u0000<sup>−4</sup>\u0000, disappeared when magnetic fields were applied. This behavior is consistent with the conventional magnetic domain picture. Oppositely, the reduction rates of the magnetic scattering contribution for \u0000<italic>q</i>\u0000 were nonmonotonous for the nanocrystallized ribbons. Furthermore, strong magnetic scattering was observed in the directions inclined to the magnetic field. This feature is similar to that reported for Fe–(Nb, Zr)–B alloy ribbons (NANOPERMs). The knowledge on the magnetic nanostructures characterized by the unusual angular dependence of magnetic scattering would be helpful to considering the relationship between partially nanocrystallized structure and macroscopic soft magnetic properties.","PeriodicalId":13040,"journal":{"name":"IEEE Magnetics Letters","volume":"14 ","pages":"1-5"},"PeriodicalIF":1.2,"publicationDate":"2023-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67763014","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
Hybrid MTJ/CNTFET-Based Binary Synapse and Neuron for Process-in-Memory Architecture 基于混合MTJ/CNTFET的二元突触和神经元在存储器结构中的处理
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-01-19 DOI: 10.1109/LMAG.2023.3238271
Milad Tanavardi Nasab;Arefe Amirany;Mohammad Hossein Moaiyeri;Kian Jafari
This letter develops a reliable, integrated binary synapse and neuron model for hardware implementation of binary neural networks. Thanks to the nonvolatile nature of magnetic tunnel junctions and the unique features of carbon nanotube field-effect transistors, the modeled design does not require external memory to store weights and also consumes low static power. Also, due to the circuit structure, which did not use sequential parts, the developed circuit is immune to soft error. Because, in binary neural networks, weights are limited to two values of −1 and 1, the occurrence of soft errors dramatically reduces the accuracy of the network. Simulation results indicate that the design in this work consumes at least 9% lower power, occupies 34% lower area, and offers a 49% lower power delay area product. Also, Monte Carlo simulations have been performed to study the effect of the process variation on the network. The result of the Monte Carlo simulations shows that the proposed neuron has no logical error in 10 000 simulations. Consequently, the accuracy of the network utilization by the neuron is equal to the software-implemented network and does not decrease even in the presence of process variations.
这封信为二进制神经网络的硬件实现开发了一个可靠的、集成的二进制突触和神经元模型。由于磁性隧道结的非易失性和碳纳米管场效应晶体管的独特特性,建模设计不需要外部存储器来存储重量,并且还消耗低静态功率。此外,由于电路结构不使用顺序部件,所开发的电路不受软错误的影响。因为在二进制神经网络中,权重被限制为−1和1这两个值,所以软误差的出现大大降低了网络的精度。仿真结果表明,本文的设计功耗至少降低了9%,占用了34%的面积,并提供了49%的低功耗延迟面积产品。此外,还进行了蒙特卡罗模拟,以研究过程变化对网络的影响。蒙特卡罗模拟结果表明,所提出的神经元在10 000个模拟。因此,神经元利用网络的精度与软件实现的网络相同,并且即使在存在过程变化的情况下也不会降低。
{"title":"Hybrid MTJ/CNTFET-Based Binary Synapse and Neuron for Process-in-Memory Architecture","authors":"Milad Tanavardi Nasab;Arefe Amirany;Mohammad Hossein Moaiyeri;Kian Jafari","doi":"10.1109/LMAG.2023.3238271","DOIUrl":"https://doi.org/10.1109/LMAG.2023.3238271","url":null,"abstract":"This letter develops a reliable, integrated binary synapse and neuron model for hardware implementation of binary neural networks. Thanks to the nonvolatile nature of magnetic tunnel junctions and the unique features of carbon nanotube field-effect transistors, the modeled design does not require external memory to store weights and also consumes low static power. Also, due to the circuit structure, which did not use sequential parts, the developed circuit is immune to soft error. Because, in binary neural networks, weights are limited to two values of −1 and 1, the occurrence of soft errors dramatically reduces the accuracy of the network. Simulation results indicate that the design in this work consumes at least 9% lower power, occupies 34% lower area, and offers a 49% lower power delay area product. Also, Monte Carlo simulations have been performed to study the effect of the process variation on the network. The result of the Monte Carlo simulations shows that the proposed neuron has no logical error in 10 000 simulations. Consequently, the accuracy of the network utilization by the neuron is equal to the software-implemented network and does not decrease even in the presence of process variations.","PeriodicalId":13040,"journal":{"name":"IEEE Magnetics Letters","volume":"14 ","pages":"1-5"},"PeriodicalIF":1.2,"publicationDate":"2023-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67763006","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: 1
Impact of Array Length on Particle Attraction in Magnetic Drug Targeting: Investigation Using an Exponential Approximation of the Magnetic Field 阵列长度对磁性药物靶向中粒子吸引力的影响:利用磁场的指数近似研究
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-01-16 DOI: 10.1109/LMAG.2023.3237384
Angelika S. Thalmayer;Kilian Götz;Samuel Zeising;Georg Fischer
In magnetic drug targeting, special magnetic nanoparticles that carry the anticancer drug are injected into the cardiovascular system in the vicinity of the tumor and are navigated into the tumor using a magnetic field. Many researchers optimize single magnets for this purpose; however, magnetic arrays that are placed parallel to the vessel in order to increase the impact time of the magnetic force on the particles are also discussed. To the best of the authors' knowledge, the improvement by the increased impact time has not been studied in detail so far and, thus, will be addressed in this work. In this context, an artificial exponential magnetic field that approximates the field of a Halbach array and acts as an upper limit consideration is applied to different impact lengths within a predefined magnetic domain. To compare the impact of the field parameters, the total magnetic energetic effort is kept constant as a reference for studying variations of impact length. The results reveal that a longer impact length increases the attraction performance enormously. However, for the same magnetic effort, a longer impact length with a lower magnetic field strength leads to the same attraction of the particles as a shorter one with higher field strengths. Since it is easier to generate lower field strengths, the usage of arrays to realize a longer impact length is preferable.
在磁性药物靶向中,携带抗癌药物的特殊磁性纳米颗粒被注射到肿瘤附近的心血管系统中,并使用磁场导航到肿瘤中。许多研究人员为此优化了单个磁体;然而,为了增加磁力对粒子的冲击时间,还讨论了平行于容器放置的磁性阵列。据作者所知,到目前为止,还没有详细研究撞击时间增加带来的改善,因此,本工作将对此进行讨论。在这种情况下,近似于Halbach阵列的场并作为上限考虑的人工指数磁场被应用于预定义磁畴内的不同冲击长度。为了比较场参数的影响,总磁能作用力保持不变,作为研究冲击长度变化的参考。结果表明,较长的冲击长度会极大地提高吸引力。然而,对于相同的磁力,具有较低磁场强度的较长冲击长度会导致与具有较高磁场强度的较短冲击长度相同的粒子吸引力。由于更容易产生较低的场强,因此优选使用阵列来实现较长的冲击长度。
{"title":"Impact of Array Length on Particle Attraction in Magnetic Drug Targeting: Investigation Using an Exponential Approximation of the Magnetic Field","authors":"Angelika S. Thalmayer;Kilian Götz;Samuel Zeising;Georg Fischer","doi":"10.1109/LMAG.2023.3237384","DOIUrl":"https://doi.org/10.1109/LMAG.2023.3237384","url":null,"abstract":"In magnetic drug targeting, special magnetic nanoparticles that carry the anticancer drug are injected into the cardiovascular system in the vicinity of the tumor and are navigated into the tumor using a magnetic field. Many researchers optimize single magnets for this purpose; however, magnetic arrays that are placed parallel to the vessel in order to increase the impact time of the magnetic force on the particles are also discussed. To the best of the authors' knowledge, the improvement by the increased impact time has not been studied in detail so far and, thus, will be addressed in this work. In this context, an artificial exponential magnetic field that approximates the field of a Halbach array and acts as an upper limit consideration is applied to different impact lengths within a predefined magnetic domain. To compare the impact of the field parameters, the total magnetic energetic effort is kept constant as a reference for studying variations of impact length. The results reveal that a longer impact length increases the attraction performance enormously. However, for the same magnetic effort, a longer impact length with a lower magnetic field strength leads to the same attraction of the particles as a shorter one with higher field strengths. Since it is easier to generate lower field strengths, the usage of arrays to realize a longer impact length is preferable.","PeriodicalId":13040,"journal":{"name":"IEEE Magnetics Letters","volume":"14 ","pages":"1-5"},"PeriodicalIF":1.2,"publicationDate":"2023-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67762121","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
Investigation of Impact of the Annealing on Magnetothermal Properties of Zn0.2Mn0.8Fe2O4 Nanoparticles 退火对Zn0.2Mn0.8Fe2O4纳米颗粒磁热性能影响的研究
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-01-02 DOI: 10.1109/LMAG.2022.3233222
Nan N. Liu;Yulia A. Alekhina;Alexander P. Pyatakov;Nikolai S. Perov;Boris B. Kovalev;Gleb B. Sukhorukov;Alexander M. Tishin;Tomomasa Moriwaki;Kenta Nakazawa;Yuko Ichiyanagi
Magnetic and magnetothermal properties of annealed Zn0.2Mn0.8Fe2O4 nanoparticles with diameter value, ranging from 9 to 35 nm, have been investigated and compared with earlier investigated unannealed Zn0.2Mn0.8Fe2O4 magnetic nanoparticles (MNPs). A single-phase spinel structure was observed in both types of MNPs. It has been demonstrated that for the large annealed Zn0.2Mn0.8Fe2O4 nanoparticles (24.7, 31.4, 35.1 nm) the value of specific absorption rate (SAR) is proportional to the amplitude of the magnetic field as ∼H4. However, for earlier investigated unannealed Zn0.2Mn0.8Fe2O4 MNPs, superquadratic dependence SAR ∼H5 have been found starting from 13 nm. Significant change of dependence of the character of SAR(d) may be explained by low values of hysteresis area of small annealed MNPs and, thus, dominant role of Néel relaxation in these annealed Zn0.2Mn0.8Fe2O4 nanoparticles.
研究了直径值为9至35nm的退火Zn0.2Mn0.8Fe2O4纳米颗粒的磁性和磁热性能,并与早期研究的未退火Zn0.2Mn0.8Fe2O4-磁性纳米颗粒(MNPs)进行了比较。在两种类型的MNP中都观察到单相尖晶石结构。已经证明,对于大的退火Zn0.2Mn0.8Fe2O4纳米颗粒(24.7,31.4,35.1nm),比吸收率(SAR)的值与磁场的振幅成正比,为~H4。然而,对于早期研究的未退火Zn0.2Mn0.8Fe2O4 MNP,已经发现从13 nm开始的超二次依赖SAR~H5。SAR(d)特性依赖性的显著变化可以通过小退火MNP的磁滞面积的低值来解释,因此,Néel弛豫在这些退火Zn0.2Mn0.8Fe2O4纳米颗粒中的主导作用。
{"title":"Investigation of Impact of the Annealing on Magnetothermal Properties of Zn0.2Mn0.8Fe2O4 Nanoparticles","authors":"Nan N. Liu;Yulia A. Alekhina;Alexander P. Pyatakov;Nikolai S. Perov;Boris B. Kovalev;Gleb B. Sukhorukov;Alexander M. Tishin;Tomomasa Moriwaki;Kenta Nakazawa;Yuko Ichiyanagi","doi":"10.1109/LMAG.2022.3233222","DOIUrl":"https://doi.org/10.1109/LMAG.2022.3233222","url":null,"abstract":"Magnetic and magnetothermal properties of annealed Zn\u0000<sub>0.2</sub>\u0000Mn\u0000<sub>0.8</sub>\u0000Fe\u0000<sub>2</sub>\u0000O\u0000<sub>4</sub>\u0000 nanoparticles with diameter value, ranging from 9 to 35 nm, have been investigated and compared with earlier investigated unannealed Zn\u0000<sub>0.2</sub>\u0000Mn\u0000<sub>0.8</sub>\u0000Fe\u0000<sub>2</sub>\u0000O\u0000<sub>4</sub>\u0000 magnetic nanoparticles (MNPs). A single-phase spinel structure was observed in both types of MNPs. It has been demonstrated that for the large annealed Zn\u0000<sub>0.2</sub>\u0000Mn\u0000<sub>0.8</sub>\u0000Fe\u0000<sub>2</sub>\u0000O\u0000<sub>4</sub>\u0000 nanoparticles (24.7, 31.4, 35.1 nm) the value of specific absorption rate (SAR) is proportional to the amplitude of the magnetic field as ∼\u0000<italic>H</i>\u0000<sup>4</sup>\u0000. However, for earlier investigated unannealed Zn\u0000<sub>0.2</sub>\u0000Mn\u0000<sub>0.8</sub>\u0000Fe\u0000<sub>2</sub>\u0000O\u0000<sub>4</sub>\u0000 MNPs, superquadratic dependence SAR ∼\u0000<italic>H</i>\u0000<sup>5</sup>\u0000 have been found starting from 13 nm. Significant change of dependence of the character of SAR\u0000<italic>(d)</i>\u0000 may be explained by low values of hysteresis area of small annealed MNPs and, thus, dominant role of Néel relaxation in these annealed Zn\u0000<sub>0.2</sub>\u0000Mn\u0000<sub>0.8</sub>\u0000Fe\u0000<sub>2</sub>\u0000O\u0000<sub>4</sub>\u0000 nanoparticles.","PeriodicalId":13040,"journal":{"name":"IEEE Magnetics Letters","volume":"14 ","pages":"1-5"},"PeriodicalIF":1.2,"publicationDate":"2023-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67763010","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
IEEE Magnetics Society Information IEEE 磁学学会信息
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-01-01 DOI: 10.1109/LMAG.2024.3360173
{"title":"IEEE Magnetics Society Information","authors":"","doi":"10.1109/LMAG.2024.3360173","DOIUrl":"https://doi.org/10.1109/LMAG.2024.3360173","url":null,"abstract":"","PeriodicalId":13040,"journal":{"name":"IEEE Magnetics Letters","volume":"14 ","pages":"C2-C2"},"PeriodicalIF":1.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10477289","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140181569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
2023 Index IEEE Magnetics Letters Vol. 14 2023 Index IEEE Magnetics Letters Vol.
IF 1.2 4区 物理与天体物理 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-01-01 DOI: 10.1109/LMAG.2024.3372428
{"title":"2023 Index IEEE Magnetics Letters Vol. 14","authors":"","doi":"10.1109/LMAG.2024.3372428","DOIUrl":"https://doi.org/10.1109/LMAG.2024.3372428","url":null,"abstract":"","PeriodicalId":13040,"journal":{"name":"IEEE Magnetics Letters","volume":"14 ","pages":"1-13"},"PeriodicalIF":1.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10477225","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140181491","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
IEEE Magnetics Letters
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1