Stochastic Circuit Design and Performance Evaluation of Vector Quantization for Different Error Measures

Vector quantization (VQ) is a general data compression technique that has a scalable implementation complexity and potentially a high compression ratio. In this paper, a novel implementation of VQ using stochastic circuits is proposed and its performance is evaluated against conventional binary desi...

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Veröffentlicht in:	IEEE transactions on very large scale integration (VLSI) systems 2016-10, Vol.24 (10), p.3169-3183
Hauptverfasser:	Ran Wang, Jie Han, Cockburn, Bruce F., Elliott, Duncan G.
Format:	Artikel
Sprache:	eng
Schlagworte:	Data compression Encoding Energy efficiency Image coding Indexes Measurement uncertainty Quality sequence length Software reviews stochastic computing Stochastic processes Vector quantization vector quantization (VQ)
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