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.
['Wilson Rosa de Oliveira', 'Adenilton J. da Silva', 'Teresa Bernarda Ludermir', 'Amanda Leonel', 'Wilson R. Galindo', 'Jefferson C. C. Pereira']
Quantum Logical Neural Networks