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digital datenprozessor for matrix vector multiplication.

机译:用于矩阵矢量乘法的数字数据处理器。

摘要

A digital data processor for matrix-vector multiplication is provided, and comprises a systolic array of bit level, synchronously clock activated processing cells each connected to its row and column neighbours. On each clock cycle, each cell mutiplies an input bit of a respective vector coefficient by a respective matrix coefficient equal to +1, -1 or 0, and adds it to cumulative sum and carry input bits. Input vector coefficient bits pass along respective array rows through one cell per clock cycle, Contributions to matrix-vector product bits are accumulated in array columns. Input to and output from the array is bit-serial, word parallel, least significant bit leading, and temporally skewed. Transforms such as the discrete Fourier transform may be implemented by a two-channel device, in which each channel contains two processors of the invention with an intervening bit serial multiplier. Processors of the invention may be replicated to implement multiplication by larger matrices.
机译:提供了一种用于矩阵矢量乘法的数字数据处理器,该数字数据处理器包括比特级的脉动阵列,同步时钟激活的处理单元,每个处理单元连接到其行和列邻居。在每个时钟周期上,每个单元通过等于+ 1,-1或0的相应矩阵系数将相应的矢量系数的输入比特叠加,并将其加到累积和并携带输入比特。输入矢量系数位在每个时钟周期通过相应的阵列行通过一个单元,矩阵向量乘积位的贡献累积在阵列列中。数组的输入和输出是位串行,字并行,最低有效位前导和时间上偏斜的。诸如离散傅里叶变换之类的变换可以通过两通道设备来实现,其中,每个通道包含本发明的两个处理器,该处理器具有中间位串行乘法器。可以复制本发明的处理器以通过更大的矩阵来实现乘法。

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