Compact and accurate digital filters based on stochastic computing

Stochastic computing (SC), which is an approximate computation with probabilities, has attracted attention as an alternative to deterministic computing. In this paper, we discuss a design method for compact and accurate digital filters based on SC. Such filter designs are widely used for various pur...

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Veröffentlicht in:	IEEE transactions on emerging topics in computing 2019-01, Vol.7 (1), p.31-43
Hauptverfasser:	Ichihara, Hideyuki, Sugino, Tatsuyoshi, Ishii, Shota, Iwagaki, Tsuyoshi, Inoue, Tomoo
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Adders Algorithms Computation Correlation Design methodology digital filter Digital filters Generators Hardware length-limited Huffman coding Logic gates Machine learning multiplexer tree Multiplexers Multiplexing Random numbers Signal processing Stochastic computing
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