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Quantization (signal processing)

Known as: Quantizer, Quantization, Quantisation noise 
Quantization, in mathematics and digital signal processing, is the process of mapping a large set of input values to a (countable) smaller set… Expand
Wikipedia

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2019
Review
2019
The angular momentum of molecules, or, equivalently, their rotation in three-dimensional space, is ideally suited for quantum… Expand
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Review
2018
Review
2018
We present an overview of techniques for quantizing convolutional neural networks for inference with integer weights and… Expand
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Review
2018
Review
2018
Deep neural networks are the state-of-the-art methods for many real-world tasks, such as computer vision, natural language… Expand
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Highly Cited
2008
Highly Cited
2008
If you are working in digital signal processing, control or numerical analysis, you will find this authoritative analysis of… Expand
Highly Cited
1998
Highly Cited
1998
Quantization is a process that maps a continous or discrete set of values into approximations that belong to a smaller set… Expand
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Highly Cited
1991
Highly Cited
1991
  • A. Gersho, R. Gray
  • The Kluwer international series in engineering…
  • 1991
  • Corpus ID: 118950728
1 Introduction.- 1.1 Signals, Coding, and Compression.- 1.2 Optimality.- 1.3 How to Use this Book.- 1.4 Related Reading.- I Basic… Expand
Highly Cited
1982
Highly Cited
1982
  • S. P. Lloyd
  • IEEE Trans. Inf. Theory
  • 1982
  • Corpus ID: 10833328
It has long been realized that in pulse-code modulation (PCM), with a given ensemble of signals to handle, the quantum values… Expand
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Highly Cited
1981
Highly Cited
1981
Optical flow cannot be computed locally, since only one independent measurement is available from the image sequence at a point… Expand
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Highly Cited
1980
Highly Cited
1980
An efficient and intuitive algorithm is presented for the design of vector quantizers based either on a known probabilistic model… Expand
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Highly Cited
1949
Highly Cited
1949
  • C. Shannon
  • Bell Syst. Tech. J.
  • 1949
  • Corpus ID: 3427690
THE problems of cryptography and secrecy systems furnish an interesting application of communication theory.1 In this paper a… Expand
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