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Traditional Von Neumann machines have a single CPU

that performs all of its computations in sequence (He90). A typical CPU is

capable of a hundred or more basic commands, including additions, subtractions,

loads, and shifts. The commands are executed one at a time, at successive steps

of a time clock...

The commands are executed one at a time, at successive steps

of a time clock. In contrast, a neural network processing unit may do only one,

or, at most, a few calculations. A summation function is performed on its

inputs and incremental changes are made to parameters associated with

interconnections...

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