Neural associative memories with minimum connectivity

@article{Caianiello1992NeuralAM,
  title={Neural associative memories with minimum connectivity},
  author={Eduardo R. Caianiello and Antonella De Benedictis and Alfredo Petrosino and Roberto Tagliaferri},
  journal={Neural Networks},
  year={1992},
  volume={5},
  pages={433-439}
}
-In this paper a binary associative network model with minimal number o f connections is examined and its microscopic dynamics exactly studied. The knowledge of its time behavior allows us to determine a learning rule which realizes a one-step recalling associative memory. Its storage capacity is also analyzed with randomly distributed patterns and is proved to be O(log n) in the worst case, n being the number of neurons and connections, but to increase considerably when the patterns to be… CONTINUE READING