Quantization

Topic

In mathematics and digital signal processing, quantization is the process of mapping input values from a large, often continuous set to output values in a smaller, discrete set. It is a fundamental step in converting analog signals into digital representations, commonly involving operations like rounding and truncation. Quantization is essential in digital communications, audio/video compression, and modern machine learning model optimization.