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- W2353522433 abstract "Presents a quantum BP neural network model and its improved learning algorithm.Firstly a quantum neuron is constructed based on the universality of single qubit rotation gate and two-qubit controlled not gate.Secondly,the hide layer is constructed and uses these quantum neurons with the application of the gradient descent algorithm and the output layer is made with traditional neurons,in which weight and bias values are updated according to the improved algorithm of gradient descent momentum and an adaptive learning rate.It is shown that this model and algorithm are superior to the conventional BP networks in two aspects:convergence speed and accuracy by two UCI's data sets examples." @default.
- W2353522433 created "2016-06-24" @default.
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- W2353522433 date "2010-01-01" @default.
- W2353522433 modified "2023-09-23" @default.
- W2353522433 title "A Quantum Neural Network Model and Its Improved Learning Algorithm" @default.
- W2353522433 hasPublicationYear "2010" @default.
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