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MISHEMT’s multiple conduction channels influence on its DC parameters MISHEMT的多导通通道对其直流参数的影响
Q4 Engineering Pub Date : 2023-05-22 DOI: 10.29292/jics.v18i1.662
B. Canales, P. Agopian
The Si3N4/ AlGaN/ AlN/ GaN Metal-Insulator-Semiconductor High Electron Mobility Transistor (MISHEMT) analog performance was ascertained considering the device’s multiple channels. MISHEMTs with different gate lengths, source/drain electrodes depths, source/drain distances to the gate electrode and AlGaN aluminum molar fractions were analyzed. The total drain current has 3 different components, where one of them is related to MOS conduction and the other two are related to HEMT conduction. Due to their different transport mechanism and distance to the gate electrode, each channel conduction exhibits different threshold voltages, causing unusual transfer and output characteristics, such as transconductance multiple slopes and a steady output resistance. As a result, the MISHEMTs presents an unexpected increase in intrinsic voltage gain (Av) for high gate bias (strong conduction). The HEMT conduction and the conduction through all the AlGaN volume are responsible for sustaining drain current levels so high that it affects the Early voltage more strongly than the degradation of output conductance, ensuring a high Av values.
考虑器件的多通道,确定了Si3N4/ AlGaN/ AlN/ GaN金属-绝缘体-半导体高电子迁移率晶体管(MISHEMT)的模拟性能。对不同栅极长度、源极/漏极深度、源极/漏极距离和AlGaN铝摩尔分数的MISHEMTs进行了分析。总漏极电流有3个不同的分量,其中一个与MOS导通有关,另外两个与HEMT导通有关。由于它们不同的传输机制和到栅极的距离,每个通道传导表现出不同的阈值电压,导致不寻常的转移和输出特性,如跨导多重斜率和稳定的输出电阻。因此,mishemt在高栅极偏置(强传导)下呈现出意想不到的固有电压增益(Av)增加。HEMT导通和通过所有AlGaN体积的导通负责维持如此高的漏极电流水平,以至于它对早期电压的影响比输出电导的退化更强烈,从而确保了高Av值。
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引用次数: 1
Analog Spiking Neural Network Synthesis for the MNIST MNIST的模拟Spiking神经网络综合
Q4 Engineering Pub Date : 2023-05-22 DOI: 10.29292/jics.v18i1.663
Thomas Soupizet, Zalfa Jouni, Siqi Wang, A. Benlarbi-Delai, Pietro M. Ferreira
Different from classical artificial neural network which processes digital data, the spiking neural network (SNN) processes spike trains. Indeed, its event-driven property helps to capture the rich dynamics the neurons have within the brain, and the sparsity of collected spikes helps reducing computational power. Novel synthesis framework is proposed and an algorithm is detailed to guide designers into deep learning and energy-efficient analog SNN using MNIST. An analog SNN composed of 86 electronic neurons (eNeuron) and 1238 synapses interacting through two hidden layers is illustrated. Three different models of eNeurons implementations are tested, being (Leaky) Integrate-and-Fire (LIF), Morris Lecar (ML) simplified (simp.) and biomimetic (bio.). The proposed SNN, coupling deep learning and ultra-low power, is trained using a common machine learning system (Tensor- Flow) for the MNIST. LIF eNeurons implementations present some limitations and weakness in terms of dynamic range. Both ML eNeurons achieve robust accuracy which is approximately of 0.82.
与处理数字数据的经典人工神经网络不同,尖峰神经网络处理尖峰序列。事实上,它的事件驱动特性有助于捕捉神经元在大脑中的丰富动态,而收集到的尖峰的稀疏性有助于降低计算能力。提出了一种新的综合框架,并详细介绍了一种算法,以指导设计者使用MNIST进行深度学习和节能模拟SNN。图示了由86个电子神经元(eNeuron)和1238个突触通过两个隐藏层相互作用组成的模拟SNN。测试了三种不同的eNeurons实现模型,即(Leaky)Integration and Fire(LIF)、Morris Lecar(ML)simp.和仿生(bio.)。所提出的SNN耦合深度学习和超低功率,使用MNIST的通用机器学习系统(Tensor-Flow)进行训练。LIF eNeurons的实现在动态范围方面存在一些局限性和弱点。两个ML eNeuron都实现了大约为0.82的鲁棒精度。
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引用次数: 2
Qualitative Analysis & Advancement of Asymmetric Recessed Gates with Dual Floating Material GaN HEMT for Quantum Electronics 量子电子用双浮动材料GaN-HEMT非对称凹陷门的定性分析与进展
Q4 Engineering Pub Date : 2023-05-22 DOI: 10.29292/jics.v18i1.657
Y. Gowthami, B.Balaji, K. Srinivasa Rao
The Impact of Aluminium nitride (AlN) Spacer, Gallium Nitride (GaN) Cap Layer, Front Pi Gate (FG) and Back Pi Gate(BG),  High K dielectric material such as Hafnium dioxide(HfO2), Aluminium Oxide (Al2O3), Silicon nitride  (Si3N4) on Aluminium  Galium Nitride/ Gallium Nitride (AlGaN/GaN), Heterojunction High Electron Mobility Transistor (HEMT) of 6nm(nanometer) technology is simulated and extracted the results using the Silvaco Atlas TCAD tool. The importance of High K dielectric materials like Al2O3 and Si3N4 are studied for the proposal of GaN HEMT. AlN, GaN Cap Layers, and High K Dielectric material are layered one on another  to overcome the conventional transistor draw backs  like surface defects, scattering of the electron, and less mobility of electron. Hot electron effect is overcome by Pi type gate. Therefore, by optimizing the HEMT structure the abilities for certain devices are converted to abilities. The dependency on DC characteristics and RF characteristics due to GaN Cap Layers, Multi gate (FG &BG), and High K Dielectric material is established. Further Compared Single Gate (SG) Passivated HEMT, Double Gate (DG) Passivated HEMT, Double Gate  Triple(DGT) Tooth Passivated HEMT, High K Dielectric Front Pi Gate (FG) and Back Pi Gate  (BG) Nanowire HEMT. It is observed that there is an increased Drain   Current (Ion) of 5.92(A/mm), low Leakage current(Ioff)  5.54E-13 (A) of   Transconductance (Gm) of  3.71(S/mm), Drain Conductance (Gd)  of 1.769(S/mm), Cutoff frequency(fT) of   743 GHz  Maximum Oscillation frequency (Fmax) 765 GHz, Minimum Threshold Voltage (Vth)  of   -4.5V, On Resistance (Ron)of 0.40(Ohms) at Vgs =0V. These outstanding characteristics     and transistor structure of proposed HEMT and materials involved to apply for upcoming generation High-speed GHz frequency applications.
利用Silvaco Atlas TCAD工具模拟并提取了氮化铝(AlN)间隔层、氮化镓(GaN)帽层、前Pi栅极(FG)和后Pi栅极(BG)、二氧化铪(HfO2)、氧化铝(Al2O3)、氮化硅(Si3N4)等高K介电材料对氮化镓/氮化铝(AlGaN/GaN)、6nm(纳米)技术异质结高电子迁移率晶体管(HEMT)的影响。研究了Al2O3和Si3N4等高K介电材料对GaN HEMT提出的重要性。氮化镓、氮化镓帽层和高K介电材料相互层叠,以克服传统晶体管的缺陷,如表面缺陷、电子散射和电子迁移率低。采用Pi型栅极克服了热电子效应。因此,通过优化HEMT结构,将某些器件的能力转化为能力。建立了GaN帽层、多栅极(FG &BG)和高K介电材料对直流特性和射频特性的依赖关系。进一步比较了单门(SG)钝化HEMT、双门(DG)钝化HEMT、双门三齿(DGT)钝化HEMT、高介电常数前Pi门(FG)和后Pi门(BG)纳米线HEMT。观察到漏极电流(Ion)增加了5.92(A/mm),漏极电流(Ioff)降低了5.54E-13 (A),跨导(Gm)为3.71(S/mm),漏极电导(Gd)为1.769(S/mm),截止频率(fT)为743 GHz,最大振荡频率(Fmax)为765 GHz,最小阈值电压(Vth)为-4.5V,导通电阻(Ron)为0.40(欧姆)。这些突出的特点和晶体管结构提出了HEMT和材料所涉及的应用于下一代高速GHz频率的应用。
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引用次数: 0
EIS capacitor sensor, with TiO2 dielectric, applied in the evaluation of phosphate in wastewater 以TiO2为介质的EIS电容传感器应用于废水中磷酸盐的评价
Q4 Engineering Pub Date : 2023-05-22 DOI: 10.29292/jics.v18i1.670
Huziel Souto, Fernando Cesar Rufino, Renato Massaroto Beraldo, Sergio Henrique Fernandes, José Alexandre Diniz
This work presents the development of an Electrolyte-Insulator-Semiconductor (EIS) device with a built-in reference electrode to detect phosphate in wastewater. The idea of developing this device comes from the need to improve the use of water processed by the effluent treatment plant. After treatment process, a fraction of the water can be used as wastewater, this water cannot be consumed, however it can be used for other purposes including cleaning public spaces, such as streets and squares. In the fabrication process of the EIS device, titanium oxide (TiO2) deposited on a silicon substrate was used as a sensor element, and titanium nitride (TiN) was used for the reference electrode. Both materials were deposited by the reactive sputtering process. Aluminum (Al) was used for the electrode on the back of the slide deposited by evaporation. Preliminary results of structural and electrical characterizations indicate that the manufactured device has good sensitivity to phosphate ions (66 mV/ppm). This sensitivity is due to the good quality of the film, which is shown using Raman spectroscopy, atomic force microscopy (AFM) and X-ray diffraction (XRD) techniques, in addition to electrical measurements.
这项工作提出了一种具有内置参考电极的电解质-绝缘体-半导体(EIS)装置的开发,用于检测废水中的磷酸盐。开发这种装置的想法来自于需要改善污水处理厂处理过的水的使用。经过处理后,一小部分水可以作为废水使用,这些水不能被消费,但它可以用于其他目的,包括清洁公共空间,如街道和广场。在EIS器件的制造过程中,采用沉积在硅衬底上的氧化钛(TiO2)作为传感器元件,氮化钛(TiN)作为参比电极。两种材料均采用反应溅射工艺沉积。在蒸发沉积的载玻片背面,电极采用铝(Al)。初步的结构和电学表征结果表明,该器件对磷酸离子(66 mV/ppm)具有良好的灵敏度。这种灵敏度是由于薄膜的良好质量,这是通过拉曼光谱,原子力显微镜(AFM)和x射线衍射(XRD)技术以及电测量显示的。
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引用次数: 0
Behavioral and Electrical Modeling of a 0.5-V Third-Order Continuous-Time Sigma-Delta Modulator with FIR DAC for Audio Applications 用于音频应用的FIR DAC的0.5 v三阶连续σ - δ调制器的行为和电建模
Q4 Engineering Pub Date : 2023-05-22 DOI: 10.29292/jics.v18i1.664
Matheus Cortez, A. Girardi, L. Severo, P. D. de Aguirre
Most mobile and wearable devices present digital audio signal processing capabilities. Since the nature of audio signals is analog, there is a need to use analog-to-digital converters (ADCs) with high-resolution for a high signal-to-noise ratio audio acquisition. This paper presents the high-level modeling and design of a continuous-time third-order sigma-delta modulator (CT-SDM) with an FIR DAC for audio devices, using a supply voltage of 0.5 V. The design is divided in three steps and is carried out using the Delta-sigma toolbox and a discrete-time to continuous-time (DT-CT) transformation. First, the schematic implementation with verilogA models is done to estimate the first-integrator amplifier specifications for the modulator to provide 14 bits of ENOB. Following, a two-stage inverter-based amplifier is designed and used to verify the design strategy. Finally, a transistor-level implementation of OTAs and comparator is done to evaluate the CT-SDM performance. An in-depth analysis and discussion are presented to explain the achieved results with those transistor-level circuits.
大多数移动和可穿戴设备都具有数字音频信号处理能力。由于音频信号的性质是模拟的,因此需要使用具有高分辨率的模数转换器(ADC)来进行高信噪比音频采集。本文介绍了一种连续时间三阶∑-Δ调制器(CT-SDM)的高级建模和设计,该调制器具有用于音频设备的FIR DAC,使用0.5V的电源电压。该设计分为三个步骤,使用Δ-∑工具箱和离散时间到连续时间(DT-CT)变换进行。首先,使用verilogA模型进行示意性实现,以估计调制器的第一积分器放大器规格,从而提供14位ENOB。接下来,设计了一个基于两级逆变器的放大器,并用它来验证设计策略。最后,完成了OTA和比较器的晶体管级实现,以评估CT-SDM的性能。本文对这些晶体管级电路进行了深入的分析和讨论,以解释所取得的结果。
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引用次数: 0
Low-Dropout Voltage Regulator Designed with Nanowire TFET with Different Source Composition Experimental Data 用不同源成分的纳米线TFET设计的低压降稳压器实验数据
Q4 Engineering Pub Date : 2023-05-22 DOI: 10.29292/jics.v18i1.653
R. Tolêdo, J. Martino, Paula Ghedini Der Agopian
This paper presents the design of low-dropout volt-age regulators (LDO) using nanowire tunnel field-effect tran-sistors (TFETs) and nanowire MOSFET. The devices are mod-eled using lookup tables implemented with experimental measures of TFETs with different source compositions (Si, SiGe and Ge) and MOSFET. In order to compare the designs, the transistors of the differential amplifier in all LDOs is biased with gm/ID = 8 V-1 with a load of 1 μA and 10-pF. It is shown that all TFET based LDOs are stables without the need of a compensator capacitor (CC) even for higher load capacitance. For the MOSFET LDO, a CC of 5-pF capacitor was used. The study shows that the TFET based LDOs deliver higher effi-ciency due to the possibility to operate with low bias current. In the transient analysis it is shown that the TFET LDOs have lower overshoot but higher delay. The Ge-TFET LDO pre-sented settling times for load and line transient close to the MOSFET LDO with 15 μs and 30 μs. The SiGe-TFET LDO shows the best loop gain (60 dB), while the Si-TFET LDO deliv-ers lowest quiescent current (300 pA) and the Ge-TFET have the best GBW (70 KHz) and PSR (-52 dB). It is concluded that the TFET based LDOs can deliver specifications similar or bet-ter than the MOSFET LDO even without the need of CC and with less power consumption.
本文介绍了使用纳米线隧道场效应晶体管(TFET)和纳米线MOSFET设计的低压差稳压器(LDO)。使用用具有不同源成分(Si、SiGe和Ge)的TFET和MOSFET的实验测量实现的查找表来对器件进行建模。为了比较设计,所有LDO中的差分放大器的晶体管被偏置为gm/ID=8V-1,负载为1μa和10pF。结果表明,即使对于更高的负载电容,所有基于TFET的LDO都是稳定的,不需要补偿电容器(CC)。对于MOSFET LDO,使用5-pF电容器的CC。研究表明,基于TFET的LDO由于可以在低偏置电流下工作,因此具有更高的效率。瞬态分析表明,TFET LDO具有较低的过冲但较高的延迟。Ge TFET LDO为负载和线路瞬态提供了接近MOSFET LDO的稳定时间,分别为15μs和30μs。SiGe TFET LDO显示出最佳的环路增益(60dB),而Si-TFET LDO呈现出最低的静态电流(300pA),并且Ge-TFET具有最佳的GBW(70KHz)和PSR(-52dB)。得出的结论是,即使不需要CC并且功耗更低,基于TFET的LDO也可以提供与MOSFET LDO类似或更好的规格。
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引用次数: 0
A 1.2GHz Frequency Range, 153.4 dBc/Hz FoM, low Phase Noise, Current Starved Multi-Path Ring VCO 一个1.2GHz频率范围,153.4 dBc/Hz FoM,低相位噪声,缺流多径环形压控振荡器
Q4 Engineering Pub Date : 2023-05-22 DOI: 10.29292/jics.v18i1.676
Mohd Ziauddin Jahangir, C. Paidimarry
This article describes the design of a low power, low phase noise, multi-Path ring VCO (MPRVCO) in 90nm CMOS process. The proposed oscillator achieves a tuning range of 1.2GHz operating at 1.65 GHz center frequency, with reduced phase noise of -87.3dBc/Hz at 1MHz offset. The proposed MPRVCO achieves a FoM of 153.4dBc/Hz, consuming 0.657mW power at 1.65GHz frequency. The proposed VCO utilizes Current starving technique for frequency variation. Sub-threshold transistor is used to obtain monotonic and linear frequency tuning characteristics. The proposed VCO is one of the very few Current Starved ring VCOs capable of producing such low phase noise in 90nm CMOS process while operating in GHz frequency range
本文介绍了一种采用90nm CMOS工艺的低功耗、低相位噪声、多路环形VCO(MPRVCO)的设计。所提出的振荡器在1.65GHz的中心频率下实现了1.2GHz的调谐范围,在1MHz的偏移下降低了-87.3dBc/Hz的相位噪声。所提出的MPRVCO实现了153.4dBc/Hz的FoM,在1.65GHz频率下消耗0.657mW的功率。所提出的VCO利用电流饥饿技术进行频率变化。亚阈值晶体管用于获得单调和线性的频率调谐特性。所提出的VCO是极少数能够在90nm CMOS工艺中在GHz频率范围内工作时产生如此低相位噪声的电流饥饿环形VCO之一
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引用次数: 0
Efficient Dedicated Hardware Design System for the VVC Low-Frequency Non-Separable Transform 高效的VVC低频不可分变换专用硬件设计系统
Q4 Engineering Pub Date : 2023-05-22 DOI: 10.29292/jics.v18i1.668
J. Goebel, B. Zatt, L. Agostini, M. Porto
This paper proposes a dedicated hardware architecture for the Low-Frequency Non-Separable Transform (LFNST) of the Versatile Video Coding (H.266/VVC) standard. The VVC defines two stages of transformation, where the first stage uses traditional transform types (e.g. DCT-II, DCT-VII and DST-VII), while the secondary transform stage applies the LFNST. The LFNST is used to transform the coefficients that were transformed by the DCT-II in the primary transform, but only those from the residues that came from the intra prediction. The developed LFNST system design exploits the Clock Crossing Domain technique to extract the best relation between performance and area/power. Consequently, the design operates with two clock domains, where the core operates at a four times higher frequency than the primary transform. The ASIC synthesis results for a TSMC 40nm standard-cells library indicate that our design can process UHD 4K videos at 120 frames per second while using an area of 69.68 Kgates, and with a power dissipation of 40.46 mW. When compared with related works, our design presented the lowest power dissipation and energy consumption per sample.
本文提出了一种用于通用视频编码(H.266/VVC)标准低频不可分离变换(LFNST)的专用硬件架构。VVC定义了两个转换阶段,其中第一阶段使用传统的转换类型(例如DCT-II、DCT-VII和DST-VII),而第二阶段使用LFNST。LFNST用于变换由DCT-II在初级变换中变换的系数,但仅用于变换来自内部预测的残差的系数。所开发的LFNST系统设计利用时钟交叉域技术来提取性能与面积/功率之间的最佳关系。因此,该设计具有两个时钟域,其中核心工作频率比主变换高四倍。对台积电40nm标准单元库的ASIC合成结果表明,我们的设计可以在69.68 Kgates的面积下以每秒120帧的速度处理UHD 4K视频,功耗为40.46 mW。与相关工作相比,我们的设计具有最低的功耗和每个样品的能耗。
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引用次数: 0
An Analytical Gate Delay Variability Model for Low-Power Applications under the Process Variations Effects 工艺变化效应下低功耗应用的门延迟变异性分析模型
Q4 Engineering Pub Date : 2023-05-22 DOI: 10.29292/jics.v18i1.654
Caroline Pinheiro Garcia, Thiago Hanna Both
Defining the timing characteristics behavior, such as the gate delay and the oscillation period, is an essential task in integrated circuits (ICs), especially for low-power CMOS-based technologies. The nanometric-sized devices designed to achieve low-power consumption have higher threshold voltages. Hence, these devices are operated at the near-threshold regime, or slightly above the threshold. In these regions, shifts in electrical parameters (expressed in terms of drain current or threshold voltage) may severely impact the circuit behavior. Consequently, the time-dependent sources of variability (e.g., the bias temperature instability) impose a crucial reliability problem that affects time delay variability and induces slope propagation effects along the signal path. In this context, an improved analytical model to properly account for both the gate delay and its variability is presented, taking into account the properties of low-power devices. Additionally, the applicability of the model is presented in a case study of a ring oscillator. The derived equations allows a suitable estimative for the parameters’ degradation. Supported by Monte Carlo simulations, the extracted results indicate that the proposed method provides a better estimate for the ring oscillator jitter when compared to the simplified propagation of uncertainty method.
定义时序特性行为,如栅极延迟和振荡周期,是集成电路(IC)中的一项重要任务,尤其是对于低功耗CMOS技术。设计用于实现低功耗的纳米尺寸器件具有更高的阈值电压。因此,这些设备在接近阈值的状态下操作,或者稍微高于阈值。在这些区域中,电参数(以漏极电流或阈值电压表示)的变化可能严重影响电路行为。因此,与时间相关的可变性来源(例如,偏置温度不稳定性)带来了一个关键的可靠性问题,该问题影响了时间延迟可变性,并导致沿信号路径的斜率传播效应。在这种情况下,考虑到低功率器件的特性,提出了一种改进的分析模型,以正确考虑栅极延迟及其可变性。此外,还以环形振荡器为例说明了该模型的适用性。导出的方程允许对参数的退化进行适当的估计。在蒙特卡洛模拟的支持下,提取的结果表明,与简化的不确定性传播方法相比,所提出的方法对环形振荡器抖动提供了更好的估计。
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引用次数: 0
Components to Support Choice in Self-Timed Asynchronous Design Flows 在自定时异步设计流中支持选择的组件
Q4 Engineering Pub Date : 2023-05-22 DOI: 10.29292/jics.v18i1.671
Marcos Luiggi Lemos Sartori, Willian Analdo Nunes, Ney Laert Vilar Calazans
The design of digital circuits on recent technologies brings several challenges, among which robustness to variations stands out. Variation sources are multiple, and the evolution of integrated circuit fabrication techniques increases the number and relevance of such sources, and the complexity of ensuring circuit robustness against them. Some design paradigms naturally counter variations of one or more types. Asynchronous self-timed design is one such paradigm that can provide robustness to process, voltage, temperature, ageing and IR drop variations, to cite some of the main types. This paper proposes an enhancement to the Pulsar environment, a recently proposed open source automated flow for the design of self-timed clockless circuits.The six components proposed here enable describing choices and decisions on the flow of data tokens inside asynchronous circuits.Design capture in Pulsar can then employ these. To implement the abstract (synthesis-enabled) components, the paper also bringsthe proposal of the handshaking mutex, a versatile complex gate that eases the design of probe and arbiter, the two most complex among the new components. Results demonstrate the new version of Pulsar is more powerful than the previous, baseline, version, enabling the design capture and the automated synthesis steps of more complex asynchronous self-timed circuits. They also indicate the handshaking mutex operates correctly, and with a good level of attested fairness.
基于最新技术的数字电路设计带来了一些挑战,其中对变化的鲁棒性尤为突出。变化源是多个的,集成电路制造技术的发展增加了这种源的数量和相关性,以及确保电路对它们的鲁棒性的复杂性。一些设计范式自然会对抗一种或多种类型的变体。异步自定时设计就是这样一种范式,它可以对工艺、电压、温度、老化和IR下降变化提供鲁棒性,引用一些主要类型。本文提出了对Pulsar环境的增强,这是一种最近提出的用于设计自定时无钟电路的开源自动化流程。这里提出的六个组件能够描述异步电路内数据令牌流的选择和决策。Pulsar中的设计捕捉可以使用这些。为了实现抽象(支持合成)组件,本文还提出了握手互斥,这是一种通用的复杂门,简化了探针和仲裁器的设计,这两个组件是新组件中最复杂的。结果表明,新版本的Pulsar比以前的基线版本更强大,能够实现更复杂的异步自定时电路的设计捕获和自动合成步骤。它们还表明握手互斥操作正确,并且具有良好的公平性。
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引用次数: 1
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Journal of Integrated Circuits and Systems
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