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    • 1. 发明授权
    • Methods of screening ASIC defects using independent component analysis of quiescent current measurements
    • 使用静态电流测量的独立分量分析来筛选ASIC缺陷的方法
    • US07171638B2
    • 2007-01-30
    • US10969745
    • 2004-10-20
    • Ritesh P. TurakhiaRobert B. Benware
    • Ritesh P. TurakhiaRobert B. Benware
    • G06F17/50
    • G01R31/3008
    • A method and computer program for screening defects in integrated circuit die includes steps of receiving as input measurements of quiescent current for each die in a sample lot of semiconductor die and generating a test matrix from the quiescent current measurements for each die in the sample lot. A de-mixing matrix is computed from independent component analysis that models passing die in the sample lot. A matrix of sources is generated as a product of the test matrix and the de-mixing matrix. The matrix of sources is normalized to zero mean and unit variance. A statistical limit of the passing die in the sample lot is selected from each of the sources in the normalized matrix of sources to determine a maximum and a minimum quiescent current limit for each of the sources. The maximum and the minimum quiescent current limit for each of the sources is generated as output.
    • 用于筛选集成电路裸片中的缺陷的方法和计算机程序包括以下步骤:在半导体管芯的样本批中接收每个管芯的静态电流的输入测量值,并从样品批中每个管芯的静态电流测量值生成测试矩阵。 从独立分量分析中计算出一个去混合矩阵,对分析样本中的模具进行模拟。 产生源矩阵作为测试矩阵和解混合矩阵的乘积。 源矩阵被归一化为零均值和单位方差。 从源的归一化矩阵中的每个源中选择样本批中的通过芯片的统计限制,以确定每个源的最大和最小静态电流限制。 产生每个源的最大和最小静态电流限制作为输出。