A Stochastic Digital Implementation of a Neural Network Controller for Small Wind Turbine Systems
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Cites methods from "A Stochastic Digital Implementation..."
...…developed as software, there are specific applications such as streaming video compression, which demand high volume adaptive real-time processing and learning of large datasets in reasonable time and necessitate the use of energy-efficient ANN hardware with truly parallel processing capabilities....
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Cites background from "A Stochastic Digital Implementation..."
...However, the approximation error can be reduced with an increase of the FPGA’s clock rate [47], [ 48 ], [49]....
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Cites background from "A Stochastic Digital Implementation..."
...Brown and Card [7] proposed a number of stochastic computational units that significantly boosted performance, including a linear finite state machine for exponentiation operations....
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References
668 citations
"A Stochastic Digital Implementation..." refers methods in this paper
...Stochastic arithmetic was first introduced in the field of information and computing in the 1960s [13] as a new method aimed at solving complex computations with simple hardware....
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497 citations
"A Stochastic Digital Implementation..." refers background in this paper
...The fundamental principles and processes of the stochastic arithmetic [14], [15] are summarized as follows....
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