The Two-level Quantization Strategy of Quadratic Hebbian-type Associative Memories

@article{Liaw2005TheTQ,
  title={The Two-level Quantization Strategy of Quadratic Hebbian-type Associative Memories},
  author={Chishyan Liaw and Ching-Tsorng Tsai and Chao-Hu Ko},
  journal={2005 International Conference on Neural Networks and Brain},
  year={2005},
  volume={2},
  pages={899-904}
}
The strategy of two-level quantization for quadratic Hebbian-type associative memories are proposed and their performances are analyzed. The strategy reduces the interconnection values and makes the hardware implementation of Hebbian-type associative memory more feasible. The probabilities of direct convergence of the quantized networks are explored and simulations are also used to verify the proposed strategies. The results show that two-level quantization of quadratic Hebbian-type associative… CONTINUE READING