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    • 73. 发明授权
    • Method of performing matrix by matrix multiplication
    • 通过矩阵乘法执行矩阵的方法
    • US4697247A
    • 1987-09-29
    • US883437
    • 1986-07-14
    • Jan GrinbergFrederick G. Yamagishi
    • Jan GrinbergFrederick G. Yamagishi
    • G06E1/04G06F17/16G06F7/56G06F7/52G06G7/16
    • G06F17/16G06E1/045
    • The general purpose of the present invention is to provide a optimized procedure for performing matrix by matrix multiplication in a parallel architecture computer, either digital or optical, that is generally capable of handling two-dimensionally structured image data sets.The present invention provides a process for performing matrix by matrix multiplication in a parallel computer architecture having first and second means for representing spatially distributed data values obtainable from corresponding first and second matrices of values, said matrices having therein defined rows and columns of said values and said first and second data representing means having defined therein rows and columns of data representation positions, said architecture further having means for accumulating spatially distributed resultant values, the process comprising the steps of:(a) representing the respective data values of a first column of values of said first matrix in the corresponding rows of said first data representing means;(b) representing the respective data values of a first row of values of said second matrix in the corresponding columns of said second data representing means;(c) multiplying each of the values represented by said first data representing means with the spatially corresponding values represented by said second data representing means such that a matrix of resultant values is obtained, each resultant value being the product of the value of its corresponding row of said first column of said first matrix of values and the value of its corresponding column of said first row of said second matrix of values;(d) accumulating the respective resultant values as a matrix of cummulative resultant values; and(e) repeating steps (a)-(d) above for each successive column of said first matrix and correspondingly successive row of said second matrix.
    • 本发明的一般目的是提供一种用于通过数字或光学的平行架构计算机中的矩阵乘法来执行矩阵的优化过程,其通常能够处理二维结构化的图像数据集。 本发明提供了一种用于在并行计算机体系结构中通过矩阵乘法执行矩阵的过程,其具有用于表示从相应的第一和第二矩阵值获得的空间分布数据值的第一和第二装置,所述矩阵具有其中定义的所述值的行和列, 所述第一和第二数据表示在其中定义了数据表示位置的行和列的装置,所述架构还具有用于累积空间分布的结果值的装置,所述处理包括以下步骤:(a)表示第一列的第一列的各个数据值 所述第一数据表示装置的相应行中的所述第一矩阵的值; (b)表示所述第二数据表示装置的相应列中的所述第二矩阵的第一行值的相应数据值; (c)将由所述第一数据表示装置表示的每个值与由所述第二数据表示装置表示的空间对应值相乘,使得获得结果值的矩阵,每个结果值是其对应行的值的乘积 所述第一矩阵值的所述第一列和所述第二数值矩阵的所述第一行的对应列的值; (d)将各个结果值累积为累积结果值的矩阵; 和(e)对于所述第一矩阵的每个连续列和对应的所述第二矩阵的连续行,重复上述步骤(a) - (d)。
    • 74. 发明授权
    • Electrooptical matrix multiplication using the twos complement
arithmetic for improved accuracy
    • 电光矩阵乘法使用二进制补码算术提高精度
    • US4592004A
    • 1986-05-27
    • US612288
    • 1984-05-21
    • Richard P. BockerStanley R. ClaytonKeith Bromley
    • Richard P. BockerStanley R. ClaytonKeith Bromley
    • G06E1/04G06F7/56G06G9/00
    • G06E1/045
    • The improved electrooptic signal processing relies upon matrix-matrix multiplication using twos complement arithmetic. A source of pulse collimated light illuminates two two-dimension spatial light modulators that operate in a reflective mode through a polarizing beamsplitter. Each of the spatial light modulators has a matrix of optically encoded information of numbers in the twos complement binary representation so that a mixed binary representation of signals is generated within the two-dimensioned photodetector array. The mixed binary representation signals are decoded to a twos complement binary representation or a decimal representation to be useful for more conventional processing techniques. The twos complement arithmetic when incorporated with the electrooptic architecture provides for a convenient means for handling bipolar numbers, avoids the need for matrix partitioning when the matrices are real and offers a means to improve accuracy over conventional optical analog techniques.
    • 改进的电光信号处理依赖于使用二进制补码运算的矩阵矩阵乘法。 脉冲准直光源照亮通过偏振分光镜在反射模式下工作的两个二维空间光调制器。 每个空间光调制器具有二进制补码二进制表示中的数字的光编码信息的矩阵,使得在二维光电检测器阵列内产生信号的混合二进制表示。 混合二进制表示信号被解码为二进制补码二进制表示或十进制表示,以用于更常规的处理技术。 当与电光学架构结合时,二进制补码算法提供了用于处理双极性数字的便利手段,避免了当矩阵是真实的时候需要矩阵分割,并提供了提高与常规光学模拟技术相比的精度的手段。
    • 76. 发明授权
    • Magneto-optical signal processor
    • 磁光信号处理器
    • US3739362A
    • 1973-06-12
    • US3739362D
    • 1971-03-25
    • MAGNAVOX CO
    • ESCHELBACH R
    • G02F1/09G06E1/04G06E3/00G11C13/04G11B11/10
    • G02F1/09G06E1/04G06E3/001
    • The present invention relates to the optical processing of information using a magneto-optical light modulator to spatially modulate light energy in accordance with the information. The magneto-optical light modulator includes a thin magnetic film having a spatial magnetic pattern in accordance with the information. The light energy is directed to the thin magnetic film to produce variations in the characteristics of the light energy in accordance with the spatial magnetic pattern. After the light energy has been spatially modulated the light energy is further processed using optical lenses so as to produce a desired transform of the spatially modulated light energy.
    • 本发明涉及使用磁光调制器的信息的光学处理,以便根据该信息空间调制光能。 磁光调制器包括具有根据该信息的空间磁性图案的薄磁膜。 光能被引导到薄磁膜,以根据空间磁图形成光能的特性的变化。 在光能被空间调制之后,使用光学透镜进一步处理光能,以产生所需的空间调制光能的变换。