## Neural recognition in a pyramidal structure

- Virginio Cantoni, Alfredo Petrosino
- IEEE Trans. Neural Networks
- 2002

@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} }

- Published 1992 in Neural Networks
DOI:10.1016/0893-6080(92)90005-4

-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