Concepedia

Non-uniform Quantization

Non-Uniform Quantization is a quantization method that allocates reconstruction levels with varying step sizes across the input range, typically assigning finer resolution to more probable signal amplitudes and coarser resolution to less probable ones.

101

Publications

4.3K

Citations

297

Authors

148

Institutions

Publications per year

2017–2026

41

Parents

Publications

101

Dither Signals and Their Effect on Quantization Noise

L. Schuchman · IRE Transactions on Communications Systems · 1964 · 414 citations

, , +14

Optimum quantizer performance for a class of non-Gaussian memoryless sources

N. Farvardin, J.W. Modestino · IEEE Transactions on Information Theory · 1984 · 318 citations

, , +16

Metamaterial bricks and quantization of meta-surfaces

Gianluca Memoli, Mihai Caleap, Michihiro Asakawa et al. · Nature Communications · 2017 · 257 citations · Full text

, , +17

Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors

Nature Machine Intelligence · 2021 · 188 citations · Full text

, , +14

Minimum Mean-Squared-Error Quantization in Speech PCM and DPCM Systems

M. Paez, Tildon H. Glisson · IRE Transactions on Communications Systems · 1972 · 186 citations

, , +15

1–5 of 101

Authors

297

  1. XD
    Xin Dong

    Harvard University Press, United States

    3 publications · 155 citations

    3

    h-index

  2. MW
    Michael W. Mahoney

    University of California, Berkeley, United States

    2 publications · 62 citations

    2

    h-index

  3. AC
    Abir Chattopadhyay

    University of Engineering & Management, India

    2 publications · 43 citations

    2

    h-index

  4. AC
    Arpita Chakraborty

    Maulana Abul Kalam Azad University of Technology, West Bengal, India

    2 publications · 43 citations

    2

    h-index

  5. LZ
    Lei Zhang

    Hong Kong Polytechnic University, Hong Kong SAR China

    2 publications · 60 citations

    2

    h-index

1–5 of 297

Institutions

148

  1. Harvard University Press

    Cambridge, United States

    3 h-index

    3 publications

    155 citations

  2. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    7 publications

    155 citations

  3. Indian Institute of Science Bangalore

    Bengaluru, India

    2 h-index

    6 publications

    96 citations

  4. Huazhong University of Science and Technology

    Wuhan, China

    2 h-index

    5 publications

    182 citations

  5. Oki Electric Industry (Japan)

    Tokyo, Japan

    2 h-index

    3 publications

    110 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    3 publications

    39 citations

  7. University of Maryland, College Park

    College Park, United States

    2 h-index

    4 publications

    292 citations

  8. Huawei Technologies (Canada)

    Markham, Canada

    2 h-index

    6 publications

    243 citations

1–8 of 148

Venues

  1. IEEE Transactions on Information Theory

    5 publications · 431 citations

    5

    h-index

  2. arXiv (Cornell University)

    Repository · 5 publications · 215 citations

    5

    h-index

  3. IRE Transactions on Communications Systems

    4 publications · 684 citations

    4

    h-index

  4. IEEE Transactions on Signal Processing

    4 publications · 84 citations

    4

    h-index

  5. Signal Processing

    3 publications · 69 citations

    3

    h-index

1–5