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Synaptic Plasticity and Learning Behavior Emulated in CuI-ITO Transistors 在CuI-ITO电晶体中模拟突触可塑性与学习行为
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-23 DOI: 10.1109/TED.2025.3609305
Yuling Peng;Wei Dou;Jiangyun Lei;Pengfei Chen;Xiaodong Xu;Dongsheng Tang
Synaptic transistors are fabricated using chitosan as the gate dielectric and CuI with sputtered ITO as the channel. Surface charge-transfer doping from the ITO enhanced the performance and operational stability of the devices. Meanwhile, the application of voltage pulses enables the devices to emulate synaptic characteristics, including excitatory postsynaptic currents (EPSCs), inhibitory postsynaptic currents (IPSCs), paired-pulse facilitation (PPF), short-term plasticity (STP), and spike-frequency-dependent plasticity (SFDP). Furthermore, the transistors exhibit the capacity to modulate synaptic weights bidirectionally by realizing both long-term potentiation (LTP) and long-term depression (LTD), with good repeatability. The biomimetic synaptic properties of the devices enable them to emulate the learning behaviors observed in biological systems. These findings highlight the potential of CuI-ITO transistors in neuromorphic applications that demand adaptive learning and real-time signal processing, thereby offering a promising pathway toward the advancement of artificial intelligence systems.
以壳聚糖为栅极电介质,以CuI为栅极电介质,以溅射ITO为通道制备突触晶体管。ITO表面电荷转移掺杂提高了器件的性能和工作稳定性。同时,电压脉冲的应用使设备能够模拟突触特性,包括兴奋性突触后电流(EPSCs)、抑制性突触后电流(IPSCs)、成对脉冲促进(PPF)、短期可塑性(STP)和峰值频率依赖性可塑性(SFDP)。此外,晶体管通过实现长时程增强(LTP)和长时程抑制(LTD)表现出双向调节突触权重的能力,具有良好的可重复性。这些装置的仿生突触特性使它们能够模拟在生物系统中观察到的学习行为。这些发现突出了gui - ito晶体管在需要自适应学习和实时信号处理的神经形态应用中的潜力,从而为人工智能系统的发展提供了一条有希望的途径。
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引用次数: 0
Call for Papers for a Special Issue of IEEE Transactions on Electron Devices: Reliability of Advanced Nodes 《IEEE电子设备学报:高级节点的可靠性》特刊征文
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-23 DOI: 10.1109/TED.2025.3608840
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引用次数: 0
A Gate-All-Around Oxide Semiconductor FETs With Selectively Crystallized InGaOₓ Channel for Performance and Reliability Improvement 一种具有选择性结晶InGaOₓ通道的栅极全能氧化物半导体场效应管,用于性能和可靠性的改善
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-17 DOI: 10.1109/TED.2025.3605574
Ki-Woong Park;Anlan Chen;Kota Sakai;Sunbin Hwang;Xingyu Huang;Takuya Saraya;Toshiro Hiramoto;Takanori Takahashi;Mutsunori Uenuma;Yukiharu Uraoka;Masaharu Kobayashi
In this article, we report performance enhancement and reliability improvement of oxide semiconductor FETs (OS FETs) by polycrystalline Ga-doped InOx (poly-IGO). Atomic layer deposition (ALD) and post-deposition annealing (PDA) were employed to achieve crystallization of IGO. A systematic study of bottom-gate (BG) FETs with varied Ga concentrations and film thicknesses identified optimized conditions yielding a mobility up to 81 cm2/V $cdot $ s. Low-temperature measurements were conducted to physically understand the mobility improvement. The carrier transport mechanisms were discussed. Then, we developed a novel selective crystallization method in the OS stack for process integration and device operation of gate-all-around (GAA) nanosheet (NS) IGO FETs. The fabricated GAA IGO FETs showed normally-off operation, high on-current of $326~mu $ A/ $mu $ m, and a steep subthreshold slope of 68 mV/dec. In addition, GAA NS FETs exhibited further improved bias stress stability. This work provides a scalable strategy of poly-OS channels for monolithic 3-D (M3D) integration and 3-D memory such as 3-D DRAM and 3-D NAND.
在本文中,我们报道了用多晶掺ga的InOx (poly-IGO)提高氧化物半导体场效应管(OS fet)的性能和可靠性。采用原子层沉积(ALD)和沉积后退火(PDA)实现IGO的结晶。对不同Ga浓度和薄膜厚度的底栅场效应管(BG)进行了系统研究,确定了迁移率高达81 cm2/V的优化条件。通过低温测量来物理理解迁移率的改善。讨论了载流子输运机理。然后,我们在OS堆栈中开发了一种新的选择性结晶方法,用于栅极全方位(GAA)纳米片(NS) IGO场效应管的工艺集成和器件操作。所制备的GAA IGO场效应管具有正常关断、高导通电流($326~mu $ A/ $mu $ m)和高亚阈值斜率($ 68 mV/dec)的特点。此外,GAA NS fet表现出进一步改善的偏置应力稳定性。这项工作为单片3-D (M3D)集成和3-D DRAM和3-D NAND等3-D存储器提供了一种可扩展的多操作系统通道策略。
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引用次数: 0
Gate-Tunable Synaptic Transistors Based on P-Type SnO for Complementary Neuromorphic System 互补神经形态系统中基于p型SnO的门可调谐突触晶体管
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-16 DOI: 10.1109/TED.2025.3605320
Yuzhuo Yuan;Guangshun Li;Daohui Ge;Tingting Liu;Qian Xin;Aimin Song
Neuromorphic system may overcome von Neumann bottleneck and achieve higher computational efficiency. Among various approaches, oxide-based synaptic transistors have gained significant attention due to their tunable physical properties and compatibility with large-area industrial manufacturing. However, most reported artificial synapses are n-type, while p-type remain scarce. In this article, p-type tin monoxide (SnO) transistor with high hysteresis current of 1157.5 nA is realized by optimizing the annealing condition. Both excitatory and inhibitory plasticity can be realized within a single thin-film transistor (TFT) device, enhancing its functionality for neuromorphic applications. The observed linear dependence of postsynaptic current on the spike voltage simplifies computation complexity and enhancing efficiency. Additionally, essential synaptic functions including spike-duration dependent plasticity (SDDP), paired-pulse facilitation (PPF), paired-pulse depression (PPD), AtkinsonShiffrin memory mode, high-pass filter, spike-timingdependent plasticity (STDP), and anti-STDP are also successfully simulated. Furthermore, the p-type SnO material demonstrates low cytotoxicity. The synaptic plasticity of p-type SnO-based synaptic transistor effectively mimics biological synapse behavior, highlighting its potential to construct high-performance complementary neuromorphic systems.
神经形态系统可以克服冯·诺依曼瓶颈,实现更高的计算效率。在各种方法中,基于氧化物的突触晶体管由于其可调谐的物理特性和与大面积工业制造的兼容性而受到了极大的关注。然而,大多数报道的人工突触是n型的,而p型的仍然很少。本文通过优化退火条件,实现了高滞后电流为1157.5 nA的p型氧化锡(SnO)晶体管。兴奋性和抑制性可塑性可以在单个薄膜晶体管(TFT)器件内实现,增强了其在神经形态应用中的功能。突触后电流与尖峰电压呈线性关系,简化了计算复杂度,提高了计算效率。此外,基本的突触功能包括脉冲持续依赖性可塑性(SDDP)、配对脉冲促进(PPF)、配对脉冲抑制(PPD)、atkinson - shiffrin记忆模式、高通滤波器、脉冲时间依赖性可塑性(STDP)和反STDP也被成功模拟。此外,p型SnO材料具有较低的细胞毒性。p型sno基突触晶体管的突触可塑性有效地模拟了生物突触行为,突出了其构建高性能互补神经形态系统的潜力。
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引用次数: 0
p-n-p Biristor With a Silicon Nanowire 带有硅纳米线的p-n-p比栅管
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-09 DOI: 10.1109/TED.2025.3606424
Sang-Won Lee;Seong-Yun Yun;Yang-Kyu Choi
The p-n-p bi-stable resistor (biristor), complementary to an n-p-n biristor, is demonstrated on a bulk substrate in the form of a silicon nanowire (SiNW). It consists of a ${p}^{+}$ -emitter, ${n}^{{0}}$ -base, and ${p}^{+}$ -collector, with each electrode having inverted polarity compared to an n-p-n biristor. This p-n-p biristor also exhibits the characteristics of a single-transistor latch (STL), similar to its counterpart, the n-p-n biristor. The p-n-p biristor can also be applied to a steep slope device, a ternary device, an artificial neuron, a relaxation oscillator, and a true random number generator, akin to n-p-n biristor applications.
在硅纳米线(SiNW)形式的大块衬底上演示了p-n-p双稳定电阻器(biristor),与n-p-n biristor互补。它由${p}^{+}$ -发射极、${n}^{{0}}$ -基极和${p}^{+}$ -集电极组成,与n-p-n晶闸管相比,每个电极具有反向极性。这种p-n-p历史晶体管也表现出单晶体管锁存器(STL)的特性,类似于它的对应物n-p-n历史晶体管。p-n-p历史电阻也可以应用于陡坡器件、三元器件、人工神经元、弛豫振荡器和真随机数发生器,类似于n-p-n历史电阻的应用。
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引用次数: 0
A Back-End-of-Line-Compatible Ferroelectric Ga-Doped HfO₂ Capacitor With Low Thermal Budget (400°C) 低热收支(400°C)的后端兼容掺ga铁电HfO 2电容器
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-08 DOI: 10.1109/TED.2025.3604777
Peng Yuan;Xufang Zhang;Peng Peng;Xinzhong Zhu;Heng Ye;Xiaomin Lai;Yuan Qiu;Pengfei Jiang;Qing Luo;Jing Zhang
Gallium-doped hafnium oxide (HGO) exhibits excellent ferroelectricity with remarkable reliability and improved endurance characteristics. However, the requisite high-temperature annealing ( $gt 600~^{circ }$ C) poses challenges for CMOS back-end-of-line (BEOL) integration. To achieve ferroelectric (FE) HGO at low temperatures (below $400~^{circ }$ C), we carried out an in-depth analysis on the role of N2 flow during rapid thermal annealing (RTA) on ferroelectricity at $400~^{circ }$ C. Low-N2-flow-rate annealing under reduced pressure lowers the energy barrier for stabilizing the FE orthorhombic phase (o-phase) in HGO, though at the expense of cooling efficiency. Strategic flow parameter optimization enables FE for the HGO capacitor under BEOL-compatible annealing conditions. In addition, the FE behavior of HGO films with different Ga doping concentrations was investigated. The identified Ga doping window (4.17–9.09 atomic%) redefines the phase stability criteria for 10 nm HGO FEs. The remnant polarization $(2{P}_{r})$ of $24.8~mu $ C/cm2 was achieved for HGO samples with 6.14 atomic% Ga processed at $400~^{circ }$ C. Furthermore, due to the decrease in process temperature, the devices exhibit robust performance, including low leakage current and high endurance ( $gt 10^{{9}}$ ). This work establishes a BEOL-compatible hafnium-based FE material system through low-temperature process engineering.
掺镓氧化铪(HGO)具有优异的铁电性,具有显著的可靠性和提高的耐用性。然而,必要的高温退火($gt 600~^{circ}$ C)对CMOS后端线(BEOL)集成提出了挑战。为了在低温(低于$400~^{circ}$ C)下获得铁电性(FE) HGO,我们深入分析了快速热退火(RTA)过程中N2流对$400~^{circ}$ C铁电性的作用。在低压下低N2流率退火降低了稳定HGO中FE正交相(o相)的能垒,但以牺牲冷却效率为代价。策略流动参数优化实现了在beol兼容退火条件下HGO电容器的FE。此外,还研究了不同Ga掺杂浓度下HGO薄膜的FE行为。发现的Ga掺杂窗口(4.17 ~ 9.09原子%)重新定义了10 nm HGO FEs的相稳定性标准。在$400~^{circ}$ C温度下,当Ga为6.14原子%时,器件的残余极化$(2{P}_{r})$为$24.8~mu $ C/cm2。此外,由于工艺温度的降低,器件具有低漏电流和高耐用性($gt 10^{{9}}$)等优良性能。本工作通过低温工艺工程建立了兼容beol的铪基FE材料体系。
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引用次数: 0
Temperature- and Bias-Dependent Capture–Emission Time Maps in Electrolyte-Gated Graphene Field-Effect Transistors 电解质门控石墨烯场效应晶体管的温度和偏置相关捕获-发射时间图
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-03 DOI: 10.1109/TED.2025.3603796
Adriana Oliveira;Henrique Nóbrega;Telma Domingues;Jérôme Borme;Pedro Alpuim;João Mouro
In this work, we have experimentally studied the response of electrolyte-gated graphene field-effect transistors (EG-gFETs) under various stress and relaxation conditions at different voltage bias values and temperatures. We fit all the experimental data with an analytical model based on charge trapping at the silicon oxide substrate defects in contact with the graphene channel. In the model, the electron transitions require overcoming an energetic barrier leading to the new state and, consequently, the process is temperature- and gate-bias-dependent. The fit parameters to the experimental data are then used for the first time to construct the capture–emission time maps (CET maps) of the EG-gFET devices, or the capture/emission time distribution of the oxide defects and their contribution to the device’s drift and noise at each timescale. Studying these maps as a function of the bias and temperature allows us to gain insight into the best experimental conditions to minimize electrical noise during measurements, to propose improved protocols when using EG-gFETs in applications and to guide circuit designers on deciding the best operating conditions.
在这项工作中,我们实验研究了电解质门控石墨烯场效应晶体管(eg - gfet)在不同电压偏置值和温度下的各种应力和弛豫条件下的响应。我们将所有实验数据与基于电荷捕获的分析模型拟合在石墨烯通道接触的氧化硅衬底缺陷处。在模型中,电子跃迁需要克服导致新状态的能量障碍,因此,该过程依赖于温度和栅极偏置。然后,将实验数据的拟合参数首次用于构建EG-gFET器件的捕获-发射时间图(CET图),或氧化物缺陷的捕获/发射时间分布及其在每个时间尺度下对器件漂移和噪声的贡献。研究这些图作为偏置和温度的函数,使我们能够深入了解最佳实验条件,以最大限度地减少测量过程中的电气噪声,在应用中使用eg - gfet时提出改进的协议,并指导电路设计人员决定最佳操作条件。
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引用次数: 0
IEEE Transactions on Electron Devices Publication Information IEEE电子设备出版信息汇刊
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-26 DOI: 10.1109/TED.2025.3598553
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引用次数: 0
Call for Papers for a Special Issue of IEEE Transactions on Electron Devices: Reliability of Advanced Nodes 《IEEE电子设备学报:高级节点的可靠性》特刊征文
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-26 DOI: 10.1109/TED.2025.3598557
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引用次数: 0
Call for Papers for a Special Issue of IEEE Transactions on Electron Devices on Wide Band Gap Semiconductors for Automotive Applications 《汽车用宽带隙半导体电子器件》特刊征文
IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-08-26 DOI: 10.1109/TED.2025.3598555
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引用次数: 0
期刊
IEEE Transactions on Electron Devices
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