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FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networks.

, , , and . Future Gener. Comput. Syst., (December 2023)

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A Novel Local Classification Method using Growing Neural Gas and Proximal Support Vector Machines., , and . IJCNN, page 1607-1612. IEEE, (2007)An incremental learning method for neural networks in adaptive environments., , and . IJCNN, page 1-8. IEEE, (2010)An incremental non-iterative learning method for one-layer feedforward neural networks., , and . Appl. Soft Comput., (2018)A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis., , , and . ESANN, page 289-294. (2008)On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data., , and . CAEPIA, volume 7023 of Lecture Notes in Computer Science, page 114-123. Springer, (2011)Adaptive Inverse Control Using an Online Learning Algorithm for Neural Networks., , , and . Informatica, 25 (3): 401-414 (2014)An effective and efficient green federated learning method for one-layer neural networks., , , and . SAC, page 1050-1052. ACM, (2024)Distributed learning on nonuniform class-probability distributions based on genetic algorithms and artificial neural networks., , and . HIMA, page 54-60. IEEE, (2011)Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks., , , and . ICANN (1), volume 6352 of Lecture Notes in Computer Science, page 60-66. Springer, (2010)A Fast Semi-linear Backpropagation Learning Algorithm., , , and . ICANN (1), volume 4668 of Lecture Notes in Computer Science, page 190-198. Springer, (2007)