A statistical model for global optimization by means of select and clone

A statistical model tor giobai optimization is constructed generalizing some properties ofthe Wiener process to the multidimensional case. A new approach, which is similar to the Branch and Bound approach, is proposed to the construction of algorithms based on statistical models. A two dimensional version of the algorithm is implemented, and test results are presented     

一种对三维芯片中硅通孔进行完整建模与寄生参数提取的有效方法

针对三维芯片中硅通孔（through-silicon via, TSV）的准确电学建模问题,本文提出了一种电阻电容（RC）电路模型以及相应的有效参数提取技术。该电路模型同时考虑了半导体效应与静电场影响,适合于低频与中频的电路信号范围。该方法采用一种基于悬浮随机行走（floating random walk, FRW）算法的静电场电容提取技术,然后将它与刻画半导体效应的MOS电容结合,形成等效电路模型。与Synopsys公司软件Sdevice所采用的对静电场/半导体效应进行完整仿真的方法相比,本文方法计算效率更高,并且也能处理一般的TSV电路版图。对多个含TSV的结构进行了计算实验,结果验证了本文方法在从10KHz到1GHz频率范围内的建模准确性,也显示出它相比Sdevice方法最多有47倍的加速比。     

HDP介质淀积引起的新天线效应及损伤机理

超大规模集成电路设计和制造过程中,基于栅氧化层击穿的天线效应已得到广泛研究.从一个数模转换电路的漏电失效案例分析着手,利用电性分析、物理失效分析、工艺排查结合电路设计分析等手段,研究了一种与栅氧化层无关的天线效应.结果发现这种新的天线效应发生在高密度等离子体淀积介质层的工艺过程中,相邻金属互连长导线因不同的接地方式而具有不同的电势差,造成金属互连导线间的击穿和漏电.同时给出了该种天线效应的解决方案,该结果为半导体工艺设计规则制定提供了新的参考.     

数模混合高速集成电路封装基板协同设计与验证

介绍了数模混合高速集成电路(IC)封装的特性以及该类封装协同设计的一般分析方法.合理有效的基板设计是实现可靠封装的重要保障,基于物理互连设计与电设计协同开展的思路,采用Cadence APD工具以及三维电磁场仿真工具实现了特定数模混合高速集成电路(一款探测器读出电路)的封装设计与仿真论证,芯片封装后组装测试,探测器系统性能良好,封装设计达到预期目标.封装电仿真主要包含:封装信号传输通道S参数提取、电源/地网络评估,探测器读出芯片封装体互连通道设计能满足信号带宽为350 MHz(或者信号上升时间大于1 ns)的高速信号的传输.封装基板布线设计与基板电设计协同分析是提高数模混合高速集成电路封装设计效率的有效途径.     

片上电磁干扰感应阵列的设计与FPGA验证

测量EMI在片上电源分配网络中的二维分布,对研究集成电路的电磁抗扰性非常重要,能用于验证电磁抗扰模型的正确性。提出的片上电磁干扰感应阵列(OCEMISA)是一种测量EMI在电源分配网络上二维分布的测量方法。OCEMISA包含数个感应单元,在电源分配网络上产生开关噪声作为反馈信号,其频率各不相等,且只受局部电源电压的影响。用频谱分析仪经由电源引脚探测反馈信号,观察其特征频率随EMI的变化,计算感应单元所在位置EMI的电压分量,并采用FPGA验证OCEMISA的基本功能。     

Ka 波段宽带单边带调制器集成电路的设计

基于相移法实现SSB(单边带)调制器理论,设计制造了一种Ka 波段宽带SSB 调制器集成电路。对相移法产生单边带调制信号的原理进行了分析,利用无源电路的3D 电磁仿真分析和ADS 整体电路非线性仿真相结合的方法对调制器进行了优化。设计制造的90°相移电桥网络和同相合成器满足了产生Ka 波段SSB 信号的幅相要求,同时给出了测试结果。调制器在30 ~36GHz 频带内插入损耗臆14dB;载波和对称边带抑制逸15dB;其它边带抑制逸13dB;输入1dB 压缩功率38dBm;外形尺寸18mm×6mm。这种相移法单边带调制器不需要带通滤波器,具有电路简单,载波抑制比高,对相位误差要求不高的优点。     

A novel stability and process sensitivity driven model for optimal sized FinFET based SRAM

Technology enhancement has increased sensitivity of process variations of scaled SRAM on the verge of instability. This demands a process variation (PV) aware stability model for the modern SRAM. This paper first analyzes PV severity on readability, writability and static leakage current and provides a statistical model. The paper further improves the proposed model by using curve fitting method for stability modeling and modified Least Mean Square with first order differentiation to extract best fitting parameters. The resulting model exhibits characteristics of standard current voltage equation based model. A evolutionary optimization technique is proposed to achieve optimal cell dimension for process tolerant SRAM. The resulting SRAM is tested for worst case stability analysis using Gaussian distribution based statistical approach. Simulation results show that the resulting optimized SRAM improves read, standby and word line write margins by 4%, 4% and 23%, respectively.     

Composite of SiO2 and Hydrogel Having Microphase Separated Structure: Physical Properties Dependence on pH

Abstract

Organic-inorganic composite gel was prepared by using PEG-modified urethane acrylate (PMUA) gel and tetraethoxysilane (TEOS). PMUA gel was prepared by the phase-inversion emulsion polymerization of PMUA emulsion. The gelation of PMUA emulsion using this method enables PMUA gel to swell with H₂O, TEOS, and ethanol. Hydrolysis and condensation reaction rates of the sol-gel process are strongly influenced by the pH controlled by catalysts such as HCl and NH₄OH. Additionally, the morphology on the cross section of composite and the amount of silica ingredient incorporated into the composite gel were dependent on solvent, the molar ratio of H₂O to TEOS, as well as the pH value.

As the silica content increased, due to hydrogen bonds interacting between PMUA gel and SiO₂, particles, the tensile strength of composites considerably increased, whereas the elongation at break decreased. The incorporation of silica ingredient in PMUA gel/silica composites was verified with FTIR/ATR and SEM. The amount of the silica component in the composite was indirectly investigated by using TGA thermal analysis.     

基于CA和LS-SVM的TE过程多模型建模

针对TE化工过程高度非线性、复杂性的特点,本文提出了一种基于相关分析和最小二乘支持向量机对TE过程进行多模型建模方法,以提高模型性能。首先对TE过程采用相关分析法划分为3个子系统,对每个子系统分别采用基于C-均值聚类的最小二乘支持向量机建模和基于k均值聚类的最小二乘支持向量机多模型建模。实验表明,基于K-均值聚类的多模型建模能简化计算、提高模型精度、并且能更好的预测模型输出。     

基于非对称漂移双gamma跳-扩散过程的创新幂型期权定价模型

针对假设股价的对数收益率布朗运动在期权定价时产生的无法解释股价对数收益率的尖峰厚尾和序列相关性的缺陷,采用了Zhang提出的非对称漂移双gamma跳-扩散过程来描述资产(股价)的对数收益率运动形态(该过程是kou提出的双指数跳-扩散过程的推广),并利用Esscher风险中性变换,研究了幂型期权的定价公式.还设计了两种创新的幂型期权,在非对称漂移双gamma跳-扩散过程下给出了相应的定价公式.