Optimized hierarchical scratchpads for enhanced artificial intelligence accelerator core utilization

    公开(公告)号:US11429524B2

    公开(公告)日:2022-08-30

    申请号:US16785708

    申请日:2020-02-10

    Abstract: Various embodiments are provided for optimized placement of data structures in a hierarchy of memory in a computing environment. One or more data structures may be placed in a first scratchpad memory, a second scratchpad memory, an external memory, or a combination thereof in the hierarchy of memory according to a total memory capacity and bandwidth, a level of reuse of the one or more data structures, a number of operations that use each of the one or more data structures, a required duration each the one or more data structures are required to be placed a first scratchpad or a second scratchpad, and characteristics of those of the one or more data structures competing for placement in the hierarchy of memory that are able to co-exist at a same time step. The second scratchpad memory is positioned between the external memory and the first scratchpad memory at one or more intermediary layers.

    EMBEDDED HEATER IN A PHASE CHANGE MEMORY MATERIAL

    公开(公告)号:US20220254995A1

    公开(公告)日:2022-08-11

    申请号:US17172118

    申请日:2021-02-10

    Abstract: A phase change memory cell for a semiconductor device that includes a heater element on a first conductive layer with a spacer surrounding sides of the heater element. The phase change memory cell includes a first dielectric layer on the conductive layer and on a bottom portion of the spacer surrounding the heater element and a second dielectric layer on the first dielectric layer surrounding a top portion of the heater element. The phase change memory cell includes a phase change material on a top surface of the heater element and on the second dielectric material.

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