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2018 IEEE International Electron Devices Meeting (IEDM)最新文献

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Intermixing of motional currents in suspended CNT-FET based resonators 悬浮式碳纳米管场效应管谐振器中运动电流的混频
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614660
L. Kumar, L. Jenni, M. Haluska, C. Roman, C. Hierold
Here, we report the intermixing of piezoresistive and conduction modulation current in a carbon nanotube field effect transistor (CNT - FET) based resonator. We show that due to static displacement of the nanotube, as a result of electrostatic actuation, the motional current at the resonance frequency consist of both current components. For instance at a DC gate bias of 1.3 V, 3/4 of the motional current is conduction modulation current while the rest arises from piezoresistive effects. The intermixing effect due to asymmetry influences the fundamental harmonic response as well as the physical nature of the electrical signal being sensed; both of which are important for understanding frequency harmonics in nanoresonators and developing efficient readout schemes for nanoscale sensors.
在这里,我们报道了压阻和传导调制电流在基于碳纳米管场效应晶体管(CNT - FET)的谐振腔中的混合。我们表明,由于静电驱动导致纳米管的静态位移,共振频率处的运动电流由两种电流组成。例如,在直流栅极偏置为1.3 V时,运动电流的3/4是传导调制电流,而其余的则来自压阻效应。由于不对称而产生的混频效应不仅影响被测电信号的物理性质,而且影响基频响应;这两者对于理解纳米谐振器中的频率谐波和开发纳米级传感器的有效读出方案都很重要。
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引用次数: 0
Breakthroughs in 3D Sequential technology 3D序列技术的突破
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614653
L. Brunet, C. Fenouillet-Béranger, P. Batude, S. Beaurepaire, F. Ponthenier, N. Rambal, V. Mazzocchi, J. Pin, P. Acosta-Alba, S. Kerdilès, P. Besson, H. Fontaine, T. Lardin, F. Fournel, V. Larrey, F. Mazen, V. Balan, C. Morales, C. Guérin, V. Jousseaume, X. Federspiel, D. Ney, X. Garros, A. Roman, D. Scevola, P. Perreau, F. Kouemeni-Tchouake, L. Arnaud, C. Scibetta, S. Chevalliez, F. Aussenac, J. Aubin, S. Reboh, F. Andrieu, S. Maitrejean, M. Vinet
The 3D sequential integration, of active devices requires to limit the thermal budget of top tier processing to low temperature (LT) (i.e. $mathrm{T}_{text{TOP}}=500^{circ}mathrm{C})$ in order to ensure the stability of the bottom devices. Here we present breakthrough in six areas that were previously considered as potential showstoppers for 3D sequential integration from either a manufacturability, reliability, performance or cost point of view. Our experimental data demonstrate the ability to obtain 1) low-resistance poly-Si gate for the top FETs, 2) Full LT RSD epitaxy including surface preparation, 3) Stability of intermediate BEOL between tiers (iBEOL) with standard ULK/Cu technology, 4) Stable bonding above ULK, 5) Efficient contamination containment for wafers with Cu/ULK iBEOL enabling their re-introduction in FEOL for top FET processing 6) Smart Cut™ process above a CMOS wafer.
有源器件的三维顺序集成要求将顶层加工的热预算限制在低温(LT)(即$ mathm {T}_{text{top}}=500^{circ} mathm {C})$,以保证底层器件的稳定性。从可制造性、可靠性、性能或成本的角度来看,我们在六个领域取得了突破,这些领域以前被认为是3D顺序集成的潜在亮点。我们的实验数据表明,可以获得1)用于顶层FET的低电阻多晶硅栅极,2)包括表面制备在内的全LT RSD外延,3)使用标准ULK/Cu技术的层间中间BEOL (iBEOL)的稳定性,4)ULK以上的稳定键合,5)使用Cu/ULK iBEOL的晶圆有效的污染控制,使其能够重新引入FEOL用于顶层FET加工6)CMOS晶圆之上的Smart Cut™工艺。
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引用次数: 32
Bio-inspired 3D neural electrodes for the peripheral nerves stimulation using shape memory polymers 利用形状记忆聚合物刺激周围神经的仿生三维神经电极
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614522
Yingchao Zhang, Ning Zheng, Yinji Ma, Tao Xie, Xue Feng
Peripheral nerves stimulation has been widely used in clinical practices, such as the vagus nerve stimulation (VNS) for heart failure, and motor nerve stimulation for controlling the prosthetics. However, the nerve injuries induced by the large mechanical and geometrical mismatch and complex surgical implantation process have restricted the further applications. Here, inspired by twining plants such as morning glories, we developed a 3D neural electrode that integrates the nano-gold film on flexible shape memory polymer (SMP) substrate from 2D planar state. Upon the response to 50°C normal saline, the flattened neural electrodes can self-climb to the 3D peripheral nerves with the aid of the shape memory effect. Two in vivo animal experiments are used to demonstrate the clinical practicality, i.e., VNS for the control of the heart rate (HR) and sciatic nerve stimulation for the control of the leg's movements. This technology offers a paradigm that fabricating the 3D bioelectronics in 2D planar state to match the 3D biological tissues by utilizing smart materials, and shows great potentials in clinical practices.
外周神经刺激已广泛应用于临床,如迷走神经刺激治疗心力衰竭、运动神经刺激控制假肢等。然而,大的力学和几何失配以及复杂的手术植入过程导致的神经损伤限制了其进一步的应用。在这里,受牵牛花等缠绕植物的启发,我们开发了一种3D神经电极,该电极将纳米金膜从二维平面状态集成在柔性形状记忆聚合物(SMP)衬底上。在50°C生理盐水的作用下,扁平的神经电极可以借助形状记忆效应自爬至三维周围神经。通过两个体内动物实验来证明其临床实用性,即VNS控制心率(HR)和坐骨神经刺激控制腿部运动。该技术为利用智能材料在二维平面状态下制造与三维生物组织匹配的三维生物电子学提供了一个范例,在临床应用中具有很大的潜力。
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引用次数: 2
Interchangeable Hebbian and Anti-Hebbian STDP Applied to Supervised Learning in Spiking Neural Network 可互换Hebbian和Anti-Hebbian STDP在脉冲神经网络监督学习中的应用
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614648
Che-Chia Chang, Pin-Chun Chen, B. Hudec, Po-Tsun Liu, T. Hou
This work provides a complete framework, including device, architecture, and algorithm, for implementing bio-inspired supervised spiking neural networks (SNNs) on hardware. An analog synapse with atypical dual bipolar resistive-switching (D-BRS) modes demonstrates interchangeable Hebbian spiking-timing-dependent plasticity (STDP) and anti-Hebbian STDP, and it is capable of implementing supervised ReSuMe SNNs in crossbar arrays. By using an “exchange” update scheme, accurate supervised learning (∼96% for MNIST) is achieved in a compact network.
这项工作提供了一个完整的框架,包括设备,架构和算法,用于在硬件上实现生物启发的监督尖峰神经网络(snn)。具有非典型双极电阻开关(D-BRS)模式的模拟突触具有可互换的Hebbian spike - time -dependent plasticity (STDP)和anti-Hebbian STDP,并且能够在交叉棒阵列中实现有监督的ReSuMe snn。通过使用“交换”更新方案,在紧凑的网络中实现了精确的监督学习(MNIST为96%)。
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引用次数: 4
Hybrid bonding for 3D stacked image sensors: impact of pitch shrinkage on interconnect robustness 三维堆叠图像传感器的混合键合:节距收缩对互连鲁棒性的影响
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614570
J. Jourdon, S. Lhostis, S. Moreau, J. Chossat, M. Arnoux, C. Sart, Y. Henrion, P. Lamontagne, L. Arnaud, N. Bresson, V. Balan, C. Euvrard, Y. Exbrayat, D. Scevola, E. Deloffre, S. Mermoz, A. Martin, H. Bilgen, F. André, C. Charles, D. Bouchu, A. Farcy, S. Guillaumet, A. Jouve, H. Frémont, S. Chéramy
Hybrid bonding is a high-density technology for 3D integration but further interconnect scaling down could jeopardize electrical and reliability performance. A study of the influence of hybrid bonding pitch shrinkage on a 3D stacked backside illuminated CMOS image sensor was performed from a process, device performance and robustness perspectives, from $8.8 mumathrm{m}$ down to $1.44 mu mathrm{m}$ bonding pitches. As a result no defect related to smaller bonding pads was evidenced neither by thermal cycling nor by electromigration, thus validating fine-pitch hybrid bonding robustness and introduction for next generation image sensors.
混合键合是用于3D集成的高密度技术,但进一步缩小互连规模可能会危及电气和可靠性性能。从工艺、器件性能和鲁棒性角度研究了混合键合节距收缩对3D堆叠背照光CMOS图像传感器的影响,从$8.8 mathrm{m}$键合节距下降到$1.44 mathrm{m}$键合节距。结果表明,无论是热循环还是电迁移,都没有发现与较小键合垫相关的缺陷,从而验证了细间距混合键合的稳健性,并为下一代图像传感器提供了应用。
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引用次数: 32
Time Dependent Early breakdown of AIGaN/GaN Epi Stacks and Shift in SOA Boundary of HEMTs Under Fast Cyclic Transient Stress 在快速循环瞬态应力作用下,AIGaN/GaN Epi堆栈的时间依赖性早期击穿和hemt SOA边界的位移
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614690
B. Shankar, Ankit Soni, Sayak Dutta Gupta, S. Shikha, Sandeep Singh, S. Raghavan, M. Shrivastava
This experimental study reports first observations of (i) SOA boundary shift in GaN HEMTs and (ii) early time to fail of vertical AIGaN/GaN Epi stack under fast changing (sub-10ns risetime) cyclic transient stress conditions for a 600V qualified commercial grade HEMT stack. It is shown that a stack qualified for 10 years lifetime under DC stress, fails faster under cyclic transient stress. Integrated electrical and mechanical stress characterization routine involving Raman/PL mapping and CL spectroscopy reveals material limited unique failure physics under transient stress condition. Failure analysis using cross-sectional TEM investigations reveal signature of different degradation and failure mechanism under transient and DC stress conditions. A failure model is proposed for failure under cyclic transient stress.
本实验研究报告了第一次观察到(i) GaN HEMT中的SOA边界位移和(ii)垂直AIGaN/GaN Epi堆栈在快速变化(上升时间低于10ns)循环瞬态应力条件下的早期失效时间,用于600V合格的商业级HEMT堆栈。结果表明,在直流应力作用下具有10年寿命的叠层在循环瞬态应力作用下失效更快。包括拉曼/PL映射和CL光谱在内的综合电气和机械应力表征程序揭示了材料在瞬态应力条件下有限的独特失效物理。在瞬态和直流应力条件下,采用透射电镜对其进行了破坏分析,揭示了不同的退化特征和破坏机制。提出了循环瞬态应力作用下的失效模型。
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引用次数: 4
Scaling Acoustic Filters Towards 5G 向5G扩展声学滤波器
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614699
Yansong Yang, Ruochen Lu, S. Gong
This paper presents a micro-electro-mechanical system (MEMS) filter at 10.8 GHz as the first step of scaling electromechanical filters towards fifth-generation (5G) frequencies beyond 6 GHz. The scaling of the center frequency to 10. 8 GHz is made possible by resorting to a higher order asymmetrical lamb wave mode (A3) in lithium niobate (LiNbO3) MEMS resonators. The filter is then constructed using A3 resonator arrays in a ladder configuration. The fabricated resonator has demonstrated an electromechanical coupling $(k_{t}^{ 2})$ of 3.6% and a quality factor ($Q$) of 337. The $Q$ is among the highest reported for piezoelectric MEMS resonators operating at this frequency range. The fabricated filter at 10.8 GHz has a 3 dB bandwidth of 70 MHz, a minimum insertion loss of 3.7 dB, an in-band ripple less than 0.1 dB, and a compact footprint of $0.7times 0.5 text{mm}^{2}$.
本文提出了一个10.8 GHz的微机电系统(MEMS)滤波器,作为将机电滤波器扩展到超过6 GHz的第五代(5G)频率的第一步。中心频率缩放到10。通过在铌酸锂(LiNbO3) MEMS谐振器中采用高阶不对称lamb波模式(A3)来实现8ghz。然后使用阶梯配置的A3谐振器阵列构建滤波器。所制备的谐振器机电耦合$(k_{t}^{ 2})$为3.6%,质量因子$Q$为337。$Q$是在该频率范围内工作的压电MEMS谐振器中报道的最高频率之一。制作的10.8 GHz滤波器带宽为70 MHz,最小插入损耗为3.7 dB,带内纹波小于0.1 dB,占地面积为0.7 × 0.5 text{mm}^{2}$。
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引用次数: 31
High Performance Quantum Well InGaAs-On-Si MOSFETs With sub-20 nm Gate Length For RF Applications 高性能量子阱InGaAs-On-Si mosfet,栅极长度低于20nm,用于射频应用
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614530
C. Zota, C. Convertino, Y. Baumgartner, M. Sousa, D. Caimi, L. Czornomaz
We demonstrate RF-compatible quantum well InGaAs MOSFETs integrated on Si substrates, with $L_{mathrm{G}}$ down to 14 nm and a Si CMOS compatible RMG fabrication flow. Devices exhibit simultaneously extrapolated $f_{mathrm{t}}$ and $f_{max}$ of 370 and 310 GHz, respectively, the highest reported combined $f_{mathrm{t}}/f_{max}$ for III-V MOSFETs on Si. This is enabled by the scaled $L_{mathrm{G}}, g_{mathrm{m}}$ of $1.75 text{mS}/mu mathrm{n}$, 8 nm source and drain spacers and raised source and drain extensions maintaining low access resistance. The use of the InP/In0.75Ga0.25As/InP quantum well offers three times higher electron mobility and a 60% increase of $g_{mathrm{m}}$, compared to reference devices.
我们展示了集成在Si衬底上的rf兼容量子阱InGaAs mosfet, $L_{mathrm{G}}$低至14 nm,并具有Si CMOS兼容的RMG制造流程。器件同时外推$f_{mathrm{t}}$和$f_{max}$分别为370 GHz和310 GHz,这是硅基III-V mosfet的最高报道组合$f_{mathrm{t}}/f_{max}$。这是通过$1.75 text{mS}/mu mathrm{n}$的缩放$L_{mathrm{G}}, g_{mathrm{m}}$, 8纳米源极和漏极隔离器以及提高源极和漏极扩展来实现的,以保持低访问电阻。使用InP/In0.75Ga0.25As/InP量子阱提供了三倍高的电子迁移率和60% increase of $g_{mathrm{m}}$, compared to reference devices.
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引用次数: 18
Forming-free Mott-oxide threshold selector nanodevice showing s-type NDR with high endurance (> 1012 cycles), excellent Vth stability (5%), fast (< 10 ns) switching, and promising scaling properties 无形成Mott-oxide阈值选择器纳米器件具有s型NDR,具有高耐久性(> 1012次循环),优异的Vth稳定性(5%),快速(< 10 ns)切换和有前途的缩放性能
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614618
T. Hennen, D. Bedau, J. Rupp, C. Funck, S. Menzel, M. Grobis, R. Waser, D. Wouters
In this work, thin film (down to 10 nm) $(mathrm{V}_{1-mathrm{x}}text{Cr}_{mathrm{x}})_{2}mathrm{O}_{3}$ Mott-oxide based nano-devices (electrode width down to 120 nm) are fabricated for the first time. The devices show volatile threshold switching and NDR caused by thermal feedback. Fast (< 10 ns) and very stable (< 5% variation) cycle to cycle threshold switching is obtained over 1012 cycles. Thickness and area dependence of the NDR curves are consistent with uniform volume switching and are explained with a thermal feedback model calibrated to the temperature dependent conductance of the $(mathrm{V}_{1-mathrm{x}}text{Cr}_{mathrm{x}})_{2}mathrm{O}_{3}$ films, enabling predictions for further scaled device geometries.
在这项工作中,首次制备了薄膜(低至10 nm) $(mathrm{V}_{1} -mathrm{x}}text{Cr}_{mathrm{x}})_{2}mathrm{O}_{3}$ moot -氧化物基纳米器件(电极宽度低至120 nm)。器件表现出易失性阈值开关和热反馈引起的NDR。在1012个周期内获得快速(< 10 ns)和非常稳定(< 5%变化)的周期到周期阈值切换。NDR曲线的厚度和面积依赖关系与均匀体积开关一致,并使用校准到$( mathm {V} {1- mathm {x}}text{Cr} { mathm {x}})_{2} mathm {O}}{3}$薄膜的温度依赖电导的热反馈模型来解释,从而能够预测进一步缩放的器件几何形状。
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引用次数: 12
In-Memory and Error-Immune Differential RRAM Implementation of Binarized Deep Neural Networks 二值化深度神经网络的内存和免错误差分RRAM实现
Pub Date : 2018-12-01 DOI: 10.1109/iedm.2018.8614639
M. Bocquet, T. Hirtzlin, Jacques-Olivier Klein, E. Nowak, E. Vianello, J. Portal, D. Querlioz
RRAM-based in-Memory Computing is an exciting road for implementing highly energy efficient neural networks. This vision is however challenged by RRAM variability, as the efficient implementation of in-memory computing does not allow error correction. In this work, we fabricated and tested a differential HfO2-based memory structure and its associated sense circuitry, which are ideal for in-memory computing. For the first time, we show that our approach achieves the same reliability benefits as error correction, but without any CMOS overhead. We show, also for the first time, that it can naturally implement Binarized Deep Neural Networks, a very recent development of Artificial Intelligence, with extreme energy efficiency, and that the system is fully satisfactory for image recognition applications. Finally, we evidence how the extra reliability provided by the differential memory allows programming the devices in low voltage conditions, where they feature high endurance of billions of cycles.
基于随机存储器的内存计算是实现高能效神经网络的一条令人兴奋的道路。然而,这种愿景受到RRAM可变性的挑战,因为内存计算的有效实现不允许纠错。在这项工作中,我们制造并测试了基于hfo2的差分记忆结构及其相关的感觉电路,这是内存计算的理想选择。我们首次证明,我们的方法实现了与纠错相同的可靠性优势,但没有任何CMOS开销。我们也首次证明,它可以自然地实现二值化深度神经网络,这是人工智能的最新发展,具有极高的能源效率,并且该系统完全适合图像识别应用。最后,我们证明了差分存储器提供的额外可靠性如何允许在低电压条件下对设备进行编程,在低电压条件下,它们具有数十亿次循环的高耐久性。
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引用次数: 56
期刊
2018 IEEE International Electron Devices Meeting (IEDM)
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