Stochastic computation using deterministic bit streams

    公开(公告)号:US10063255B2

    公开(公告)日:2018-08-28

    申请号:US15618530

    申请日:2017-06-09

    CPC classification number: H03M7/26 H04B1/16

    Abstract: In some examples, a device includes an integrated circuit comprising a computational unit configured to process at least two input bit streams that each include a sequential set of data bits or two or more sets of data bits in parallel that is deterministically encoded to represent numerical values based on a probability that any data bit in the bit stream is high. In some examples, the computational unit includes a convolver configured to generate pair-wise bit combinations of the data bits of the input bit streams. In some examples, e computational unit further includes a stochastic computational unit configured to perform a computational operation on the pair-wise bit combinations and produce an output bit stream having a set of data bits indicating a result of the computational operation based on a probability that any data bit in the set of data bits of the output bit stream is high.

    STOCHASTIC COMPUTATION USING DETERMINISTIC BIT STREAMS

    公开(公告)号:US20170359082A1

    公开(公告)日:2017-12-14

    申请号:US15618530

    申请日:2017-06-09

    CPC classification number: H03M7/26 H04B1/16

    Abstract: In some examples, a device includes an integrated circuit comprising a computational unit configured to process at least two input bit streams that each include a sequential set of data bits or two or more sets of data bits in parallel that is deterministically encoded to represent numerical values based on a probability that any data bit in the bit stream is high. In some examples, the computational unit includes a convolver configured to generate pair-wise bit combinations of the data bits of the input bit streams. In some examples, e computational unit further includes a stochastic computational unit configured to perform a computational operation on the pair-wise bit combinations and produce an output bit stream having a set of data bits indicating a result of the computational operation based on a probability that any data bit in the set of data bits of the output bit stream is high.

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