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

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A Surface Potential- and Physics- Based Compact Model for 2D Polycrystalline-MoS2FET with Resistive Switching Behavior in Neuromorphic Computing 神经形态计算中具有电阻开关行为的二维多晶mos2fet的表面电位和物理紧凑模型
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614655
Lingfei Wang, Lin Wang, K. Ang, A. Thean, G. Liang
For the first time, a surface potential- and physics-based compact model for two dimensional (2D) polycrystalline-molybdenum disulfide (MoS2) field effect transistors (FETs) with resistive switching (RS) behavior is developed and verified by experimental data. This model is incorporated with the theories of thermal activation transport, grain boundary (GB) barrier and space charge limited current (SCLC). Based on the GB induced disorders, the grain size, low temperature and high electrical field dependent characteristics are studied. The predicted transfer and output characteristics have excellent quantitative agreement with experimental results. Furthermore, considering the hopping process induced defect- (i.e., sulfur vacancy) redistribution, the GB (e.g., intersecting or bisecting GB) dependent resistive switching behavior is physically investigated. Finally, this model is implemented to simulate the synaptic activity such as short-term/long-term plasticity, which indicates the possibility of using 2D-FETs for neuromorphic computing applications.
本文首次建立了具有电阻开关特性的二维(2D)多晶二硫化钼(MoS2)场效应晶体管(fet)基于表面电位和物理的紧凑模型,并通过实验数据进行了验证。该模型结合了热激活输运理论、晶界势垒理论和空间电荷限制电流理论。基于GB诱导的畸变,研究了晶粒尺寸、低温和高电场的依赖特性。预测的转移和输出特性与实验结果有很好的定量一致性。此外,考虑到跳跃过程引起的缺陷-(即硫空位)重分布,物理研究了GB(例如,交叉点或等分点GB)依赖的电阻开关行为。最后,该模型用于模拟突触活动,如短期/长期可塑性,这表明将2d场效应管用于神经形态计算应用的可能性。
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引用次数: 2
Selective Fin Trimming after Dummy Gate Removal as the Local Fin Width Scaling Approach for N5 and Beyond 作为N5及以上的局部翅片宽度缩放方法的虚门去除后的选择性翅片修剪
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614487
T. Miyashita, Shiyu Sun, Sushant Mittal, M. Kim, A. Pal, A. Sachid, Kalpana Pathak, M. Cogorno, Namsung Kim
Selective fin trimming after dummy gate removal is proposed as the local fin width scaling approach for further FinFET extension. In this approach, local fin trimming is selectively performed for the channel region after dummy gate removal in the replacement metal gate (RMG) module while preserving the original source and drain (S/D) fin width, in order to avoid the parasitic resistance increase that results from the global fin trimming approach. TCAD simulation shows clearly that the local fin trimming can improve gate electrostatics with narrower fins, while also providing the benefits of lower S/D resistance and PMOS high channel stress. Although, fin height reduction and parasitic capacitance increases are not preferable, overall gate delay is improved due to strong $I_{text{on}}-I_{text{off}}$ boost. Selectra™ etch fin trimming results are also presented demonstrating good fin width controllability and smaller variations without any critical fin damages. This local fin trimming is promising for N5 and beyond to further extend FinFET technology.
在去除假栅后,提出选择性翅片修剪作为进一步扩展FinFET的局部翅片宽度缩放方法。在这种方法中,在保留原始源极和漏极(S/D)鳍宽度的同时,对替换金属栅极(RMG)模块中虚拟栅极去除后的通道区域选择性地进行局部鳍片修整,以避免由于全局鳍片修整方法而导致的寄生电阻增加。TCAD仿真清楚地表明,局部翅片修整可以改善窄翅片栅极的静电,同时还具有低S/D电阻和PMOS高通道应力的优点。虽然翅片高度降低和寄生电容增加并不可取,但由于强大的$I_{text{on}}- $I_{text{off}}$ boost,总体栅极延迟得到了改善。Selectra™蚀刻鳍修剪结果也展示了良好的鳍宽度可控性和较小的变化,没有任何临界鳍损伤。这种局部翅片修剪有望用于N5及以后的进一步扩展FinFET技术。
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引用次数: 1
A 0.68e-rms Random-Noise 121dB Dynamic-Range Sub-pixel architecture CMOS Image Sensor with LED Flicker Mitigation 具有LED闪烁抑制功能的0.68e-rms随机噪声121dB动态范围亚像素结构CMOS图像传感器
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614565
S. Iida, Y. Sakano, T. Asatsuma, M. Takami, I. Yoshiba, N. Ohba, H. Mizuno, T. Oka, K. Yamaguchi, A. Suzuki, K. Suzuki, M. Yamada, M. Takizawa, Y. Tateshita, K. Ohno
This is a report of a CMOS image sensor with a sub-pixel architecture having a pixel pitch of 3 um. The aforementioned sensor achieves both ultra-low random noise of 0.68e-rms and high dynamic range of 121 dB in a single exposure, further realizing LED flicker mitigation.
这是一个具有亚像素架构的CMOS图像传感器的报告,其像素间距为3um。该传感器在单次曝光下实现了0.68e-rms的超低随机噪声和121 dB的高动态范围,进一步实现了LED闪烁抑制。
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引用次数: 16
Exploiting Hybrid Precision for Training and Inference: A 2T-1FeFET Based Analog Synaptic Weight Cell 利用训练和推理的混合精度:基于2t - 1ffet的模拟突触权重单元
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614611
Xiaoyu Sun, Panni Wang, K. Ni, S. Datta, Shimeng Yu
In-memory computing with analog non-volatile memories (NVMs) can accelerate both the in-situ training and inference of deep neural networks (DNNs) by parallelizing multiply-accumulate (MAC) operations in the analog domain. However, the in-situ training accuracy suffers from unacceptable degradation due to undesired weight-update asymmetry/nonlinearity and limited bit precision. In this work, we overcome this challenge by introducing a compact Ferroelectric FET (FeFET) based synaptic cell that exploits hybrid precision for in-situ training and inference. We propose a novel hybrid approach where we use modulated “volatile” gate voltage of FeFET to represent the least significant bits (LSBs) for symmetric/linear update during training only, and use “non-volatile” polarization states of FeFET to hold the information of most significant bits (MSBs) for inference. This design is demonstrated by the experimentally validated FeFET SPICE model and cosimulation with the TensorFlow framework. The results show that with the proposed 6-bit and 7-bit synapse design, the insitu training accuracy can achieve ∼97.3% on MNIST dataset and ∼87% on CIFAR-10 dataset, respectively, approaching the ideal software based training.
基于模拟非易失性存储器(nvm)的内存计算可以通过并行化模拟域的多重累积(MAC)运算来加速深度神经网络(dnn)的原位训练和推理。然而,由于权重更新不对称/非线性和有限的位精度,原位训练精度受到不可接受的降低。在这项工作中,我们通过引入一种紧凑的基于铁电场效应管(FeFET)的突触细胞来克服这一挑战,该细胞利用混合精度进行原位训练和推理。我们提出了一种新的混合方法,我们使用调制的FeFET的“易失性”门电压来表示训练期间对称/线性更新的最低有效位(LSBs),并使用FeFET的“非易失性”极化状态来保存最有效位(MSBs)的信息进行推理。该设计通过实验验证的FeFET SPICE模型和与TensorFlow框架的联合仿真来证明。结果表明,采用所提出的6位和7位突触设计,在MNIST数据集和CIFAR-10数据集上的原位训练准确率分别可以达到~ 97.3%和~ 87%,接近理想的基于软件的训练。
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引用次数: 65
High-performance ($text{EOT} < 0.4text{nm}$, Jg∼10−7 A/cm2) ALD-deposited RuSrTiO3 stack for next generations DRAM pillar capacitor 高性能($text{EOT} < 0.4text{nm}$, Jg ~ 10−7 A/cm2) ald沉积RuSrTiO3堆栈,用于新一代DRAM柱式电容器
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614673
M. Popovici, A. Belmonte, H. Oh, G. Potoms, J. Meersschaut, O. Richard, H. Hody, S. Van Elshocht, R. Delhougne, L. Goux, G. Kar
We demonstrate the fabrication of strontium titanate (STO) based metal-insulator-metal (MIM) capacitors with very-high dielectric constant (k∼118) and low leakage of 10−7 A/cm2 at ±1V for a ∼11nm thick dielectric using Ru as bottom electrode (BE) and top electrode (TE). The k enhancement is attributed to the formation of an ultrathin cubic SrRuO3 phase at the Ru/STO bottom interface, acting as a template optimizing the STO crystal quality from the interface to the bulk. This interface quality is evidenced by the same k∼118 extracted from STO thickness series and relating to the bulk-k value. This achievement opens up an alternative integration roadmap for DRAM capacitors, moving from the current cup-shape to a denser pillar-shape design.
我们演示了钛酸锶(STO)基金属-绝缘体-金属(MIM)电容器的制造,该电容器具有非常高的介电常数(k ~ 118)和低漏10−7 A/cm2,在±1V下,厚度为~ 11nm,使用Ru作为底电极(BE)和顶电极(TE)。k的增强是由于在Ru/STO底部界面处形成了超薄的立方SrRuO3相,作为模板优化了从界面到本体的STO晶体质量。从STO厚度系列中提取的相同k ~ 118证明了这种界面质量,并且与bulk-k值有关。这一成就为DRAM电容器开辟了一个可选的集成路线图,从目前的杯形转向更密集的柱形设计。
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引用次数: 4
Interface Dipole Modulation in HfO2/SiO2 MOS Stack Structures HfO2/SiO2 MOS叠层结构中的界面偶极调制
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614674
N. Miyata, J. Nara, T. Yamasaki, K. Sumita, R. Sano, H. Nohira
We report an electric-field-induced interface dipole modulation (IDM) in HfO2/1-ML TiO2/SiO2 MOS stack structures. Experimental evidence for IDM was exhibited, and rearrangement of interfacial Ti-O configuration by an electric field was theoretically demonstrated to cause the potential modulation. Multi-stack HfO2/SiO2 MOSFETs with multiple dipole modulation layers are promising in terms of a low temperature process, practical memory window, and stable potential switching.
我们报道了HfO2/1-ML TiO2/SiO2 MOS堆叠结构中的电场诱导界面偶极子调制(IDM)。给出了IDM的实验证据,并从理论上证明了电场对界面Ti-O结构的重排是引起电位调制的原因。具有多个偶极调制层的多堆叠HfO2/SiO2 mosfet在低温工艺,实用的记忆窗口和稳定的电位开关方面具有前景。
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引用次数: 1
Parallel-Plane Breakdown Fields of 2.8-3.5 MV/cm in GaN-on-GaN p-n Junction Diodes with Double-Side-Depleted Shallow Bevel Termination 双侧耗尽浅斜角端接GaN-on-GaN p-n结二极管2.8 ~ 3.5 MV/cm平行平面击穿场
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614669
T. Maeda, T. Narita, Hiroyuki Ueda, M. Kanechika, T. Uesugi, T. Kachi, T. Kimoto, M. Horita, Jun Suda
We report homoepitaxial GaN p-n junction diodes with novel beveled-mesa structures. The n-layers and p-layers, the doping concentrations of which are comparable, were prepared. We found that electric field crowding does not occur in the structure using TCAD simulation. The fabricated devices showed the breakdown voltages of 180–480 V, small leakage currents, and excellent avalanche capabilities. The breakdown voltages increased at elevated temperature. At the breakdown, nearly uniform luminescence in the entire p-n junctions was observed in all the devices. These results are strong evidences that the uniform avalanche breakdowns occurred in the devices. We carefully characterized the depletion layer width at the breakdown, and the parallel-plane breakdown electric fields of 2.8-3.5 MV/cm were obtained, which are among the best of the reported non-punch-through GaN vertical devices.
我们报道了具有新颖斜面结构的同外延GaN p-n结二极管。制备了掺杂浓度相当的n层和p层。利用TCAD模拟发现,结构中不存在电场拥挤现象。所制备的器件击穿电压为180 ~ 480 V,漏电流小,具有优异的雪崩性能。温度升高时击穿电压升高。击穿时,所有器件的整个p-n结几乎均匀发光。这些结果是设备发生均匀雪崩击穿的有力证据。我们仔细地表征了击穿时的耗尽层宽度,并获得了2.8-3.5 MV/cm的平行平面击穿电场,这是目前报道的非穿孔GaN垂直器件中最好的。
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引用次数: 23
Assessment of Steep-Subthreshold Swing Behaviors in Ferroelectric-Gate Field-Effect Transistors Caused by Positive Feedback of Polarization Reversal 极化反转正反馈引起的铁电门场效应晶体管陡亚阈值摆动行为的评估
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614485
S. Migita, H. Ota, A. Toriumi
Steep-subthreshold swing ($SS$) behaviors in ferroelectric-gate field-effect transistors (Fe-FETs) are investigated using the metal-ferroelectric-metal-insulator-semiconductor (MFMIS) gates stack structures with different area ratios between MIS and MFM capacitors. It is analyzed that the capacitance matching between them by adjusting the area ratio is significant to efficiently utilize the polarization reversal behavior in the ferroelectric layer. In this work we explain the steep-SS behavior from viewpoint of positive feedback of polarization reversal. Furthermore it is discussed why steep-SS is observable in recent Fe-FETs.
采用不同面积比的金属-铁电-金属-绝缘体-半导体(MFMIS)栅极堆叠结构,研究了铁电门场效应晶体管(fe - fet)的陡亚阈值摆幅行为。分析了通过调节面积比来实现两者之间的电容匹配对于有效利用铁电层的极化反转特性具有重要意义。本文从极化反转正反馈的角度解释了陡坡- ss行为。此外,还讨论了为什么在最近的fe - fet中可以观察到陡ss。
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引用次数: 2
2.44 kV Ga2O3 vertical trench Schottky barrier diodes with very low reverse leakage current 2.44 kV Ga2O3垂直沟槽肖特基势垒二极管,具有极低的反漏电流
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614693
Wenshen Li, Zongyang Hu, K. Nomoto, R. Jinno, Zexuan Zhang, Thieu Quang Tu, K. Sasaki, A. Kuramata, D. Jena, H. Xing
High-performance $beta$-Ga203 vertical trench Schottky barrier diodes (SBDs) are demonstrated on bulk Ga2O3 substrates with a halide vapor phase epitaxial layer. A breakdown voltage (BV) of 2.44 kV, Baliga's figure-of-merit (BV2/Ron) of 0.39 GW/cm2 from DC measurements and 0.45 GW/cm2 from pulsed measurements are achieved, all of which are the highest among $beta$-Ga2O3-based power devices. A lowest reverse leakage current density below $1 mu mathrm{A}/text{cm}^{2}$ until breakdown is observed on devices with a fin width of $1-2 mu mathrm{m}$, thanks to the reduced surface field (RESURF) effect provided by the trench SBD structure. The specific on-resistance is found to reduce with increasing area ratio of the fin-channels following a simple relationship. The reverse leakage current agrees well with simulated results considering the barrier tunneling and barrier height lowering effects. The breakdown of the devices is identified to happen at the trench bottom corner, where a maximum electric field over 5 MV/cm could be sustained. This work marks a significant step toward reaching the promise of a high figure-of-merit in $beta$-Ga2O3.
在具有卤化物气相外延层的大块Ga2O3衬底上展示了高性能$beta$ -Ga203垂直沟槽肖特基势垒二极管(sbd)。击穿电压(BV)为2.44 kV,直流测量Baliga优值(BV2/Ron)为0.39 GW/cm2,脉冲测量Baliga优值(BV2/Ron)为0.45 GW/cm2,均为$beta$ - ga2o3基功率器件中最高的。在翅片宽度为$1-2 mu mathrm{m}$的器件上,由于沟槽SBD结构提供了减少表面场(RESURF)效应,直到击穿为止,反向泄漏电流密度最低,低于$1 mu mathrm{A}/text{cm}^{2}$。比导通电阻随翅片通道面积比的增大而减小,并遵循一个简单的关系。考虑势垒隧穿效应和势垒高度降低效应,反漏电流与模拟结果吻合较好。确定器件击穿发生在沟槽底部角落,在那里可以维持超过5 MV/cm的最大电场。这项工作标志着朝着$beta$ -Ga2O3的高品质数字的承诺迈出了重要的一步。
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引用次数: 59
Design-Technology Co-Optimization of Standard Cell Libraries on Intel 10nm Process Intel 10nm制程标准单元库的设计-技术协同优化
Pub Date : 2018-12-01 DOI: 10.1109/IEDM.2018.8614662
Xinning Wang, Ranjith Kumar, S. Prakash, Peng Zheng, Tai-Hsuan Wu, Q. Shi, Marni Nabors, Srinivasa Chaitanya Gadigatla, S. Realov, Chin-Hsuan Chen, Ying Zhang, K. Mistry, A. Yeoh, I. Post, C. Auth, A. Madhavan
This paper highlights the co-optimization of process technology, std. cell library offerings and block-level TFM on Intel 10nm node to enable unprecedented scaling opportunity for products ranging from high performance client/server to low power mobile/IoT segments. The 10nm short height library enables 2.7x transistor density scaling going from 14nm counterpart. The taller height libraries are optimized to meet performance and reliability requirements of Intel's leading edge client/server products. PPA trade-offs are analyzed both at std. cell level and block level on an industry standard Core IP design.
本文重点介绍了英特尔10nm节点上工艺技术、std. cell库产品和块级TFM的协同优化,为从高性能客户端/服务器到低功耗移动/物联网领域的产品提供了前所未有的扩展机会。10nm短高度库使晶体管密度从14nm扩展到2.7倍。更高的高度库进行了优化,以满足英特尔领先的客户端/服务器产品的性能和可靠性要求。在行业标准核心IP设计上,在std单元级别和块级别上分析PPA权衡。
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引用次数: 9
期刊
2018 IEEE International Electron Devices Meeting (IEDM)
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