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Furthermore, it is conspicuous that DistArray does not seem to support inplace array operations.
The ratios highly depend on the specific cluster hardware and the array operations performed.
This is in fact the basic idea underlying the CNN Universal Machine [1], where the architecture combines analog array operations with logic operations (therefore named as analogic computing).
Table 4 shows the performance of various array operations normalized to the time d2o needs when running with one process only.
An application that is built on top of d2o can profit from its fast array operations that may be performed on a cluster.
Each of the array operations in the package is defined just for the std_ulogic_vector type and can be applied to std_logic_vector values.
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However, ReRAM exhibits large resistive-switching fluctuation and suffers from leakage current in cross-point array operation.
Therefore, the use of a selection device and ReRAM integration can reduce the leakage current in cross-point array operation.
Theoretically, the absolute maximum degree of intrinsic parallelization for an array operation is equal to the array's number of elements.
However, the origin of the selector-less ReRAM has not been investigated, and its switching reliability has not been considered for cross-point array operation.
Excellent uniformity of the devices is crucial for array operation, since a large device-to-device variation of resistances or switching voltages may cause READ/WRITE failure.
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Justyna Jupowicz-Kozak
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