Publications

Sousa, Rodrigo S., Priscila GM dos Santos, Tiago ML Veras, Wilson R. de Oliveira, and Adenilton J. da Silva. "Parametric Probabilistic Quantum Memory." arXiv preprint arXiv:2001.04798 (2020).

DE PAULA NETO, FERNANDO M.; LUDERMIR, TERESA B. ; DE OLIVEIRA, WILSON R. ; DA SILVA, ADENILTON J. . Implementing Any Nonlinear Quantum Neuron. IEEE Transactions on Neural Networks and Learning Systems, v. -, p. 1-6, 2019.

DE PAULA NETO, FERNANDO M; DA SILVA, ADENILTON J ; DE OLIVEIRA, WILSON R ; LUDERMIR, TERESA B. . Quantum probabilistic associative memory architecture. NEUROCOMPUTING, v. -, p. -, 2019

dos Santos, Priscila GM, Rodrigo S. Sousa, Ismael CS Araujo, and Adenilton J. da Silva. "Quantum enhanced cross-validation for near-optimal neural networks architecture selection." International Journal of Quantum Information 16, no. 08 (2018): 1840005.

PAULA NETO, F. M.; DE OLIVEIRA, WILSON R. ; Teresa B. Ludermir ; DA SILVA, ADENILTON J. . Chaos in a quantum neuron: An open system approach. NEUROCOMPUTING, v. 246, p. 3-11, 2017.

da Silva, Adenilton J., Wilson R. de Oliveira, and Teresa B. Ludermir. "Weightless neural network parameters and architecture selection in a quantum computer." Neurocomputing 183 (2016): 13-22.

da Silva, Adenilton J., and Wilson R. de Oliveira. "Comments on “quantum artificial neural networks with applications”." Information Sciences 370 (2016): 120-122.

da Silva, Adenilton José, Teresa Bernarda Ludermir, and Wilson Rosa de Oliveira. "Quantum perceptron over a field and neural network architecture selection in a quantum computer." Neural Networks 76 (2016): 55-64.

da Silva, Adenilton J., Wilson R. de Oliveira, and Teresa B. Ludermir. "Comments on “quantum mp neural network”." International Journal of Theoretical Physics 54, no. 6 (2015): 1878-1881.

da Silva, Adenilton J., Wilson R. De Oliveira, and Teresa B. Ludermir. "Classical and superposed learning for quantum weightless neural networks." Neurocomputing 75, no. 1 (2012): 52-60.

DE PAULA NETO, FERNANDO M; LUDERMIR, T. B. ; De Oliveira, W.R. . Quantum neural networks learning algorithm based on a global search. In: 8th Brazilian Conference on Intelligent Systems (BRACIS), 2019, Salvador. 8th Brazilian Conference on Intelligent Systems (BRACIS), 2019.