Abstract

Quantum analogues of the (classical) logical neural networks (LNN) models are proposed in (q-LNN for short). We shall here further develop and investigate the q-LNN composed of the quantum analogue of the probabilistic logic node (PLN) and the multiple-valued PLN (MPLN) variations, dubbed q-PLN and q-MPLN respectively. Besides a clearer mathematical description, we present a computationally efficient and simply described quantum learning algorithm in contrast to what has been proposed to the quantum weighted version.

BibTeX

 @inproceedings{oliveira2008quantum,
  title={Quantum logical neural networks},
  author={de Oliveira, Wilson R and da Silva, Adenilton J and Ludermir, Teresa B and Leonel, Amanda and Galindo, Wilson R and Pereira, Jefferson CC},
  booktitle={10th Brazilian Symposium on Neural Networks},
  pages={147--152},
  year={2008}
}