Abstract
Quantum analogues of the (classical) Logical Neural Networks (LNN) models are proposed in [6] (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. © 2008 IEEE.
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CITATION STYLE
De Oliveira, W. R., Silva, A. J., Ludermir, T. B., Leonel, A., Galindo, W. R., & Pereira, J. C. C. (2008). Quantum logical neural networks. In Proceedings - 10th Brazilian Symposium on Neural Networks, SBRN 2008 (pp. 147–152). https://doi.org/10.1109/SBRN.2008.9
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