A Compensated Fuzzy Hopfield Neural Network for Codebook Design in Vector Quantization

@article{Liu2000ACF,
  title={A Compensated Fuzzy Hopfield Neural Network for Codebook Design in Vector Quantization},
  author={Shao-Han Liu and Jzau-Sheng Lin},
  journal={IJPRAI},
  year={2000},
  volume={14},
  pages={1067-1079}
}
In this paper, a new Hopfield-model net called Compensated Fuzzy Hopfield Neural Network (CFHNN) is proposed for vector quantization in image compression. In CFHNN, the compensated fuzzy c-means algorithm, modified from penalized fuzzy cmeans, is embedded into Hopfield neural network so that the parallel implementation for codebook design is feasible. The… CONTINUE READING