Quantization is the process of constraining an input from a continuous or otherwise large set of values (such as the
real numbers) to a discrete set (such as the
integer
An integer is the number zero ( 0), a positive natural number (1, 2, 3, ...), or the negation of a positive natural number ( −1, −2, −3, ...). The negations or additive inverses of the positive natural numbers are referred to as negativ ...
s). The term ''quantization'' may refer to:
Signal processing
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Quantization (signal processing)
Quantization is the process of constraining an input from a continuous or otherwise large set of values (such as the real numbers) to a discrete set (such as the integers). The term ''quantization'' may refer to:
Signal processing
* Quantizatio ...
, in mathematics and digital signal processing
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Quantization (image processing)
Quantization is the process of constraining an input from a continuous or otherwise large set of values (such as the real numbers) to a discrete set (such as the integers). The term ''quantization'' may refer to:
Signal processing
* Quantiza ...
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Color quantization
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Vector quantization
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Quantization (music)
Physics
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Quantization (physics)
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Canonical quantization
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Geometric quantization
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Discrete spectrum, or otherwise discrete quantity
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Spatial quantization
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Charge quantization
Computing
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Quantization for LLMs (neural network weight optimization)
Linguistics
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Quantization (linguistics)
Similar terms
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Quantification (science)
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