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- W2065883931 abstract "Because of the traditional BP neural network's limitation, including easily falling into local minimum, slow convergence and iteration for a long time, we propose a diagnostic system of mental disorders based on Levenberg-Marquardt algorithm. This article illustrates the basic principles of the neural network algorithm and establishes a mental diagnosis model based on L-M algorithm which uses common mental illness among college students as subjects. The outcome of the simulation illustrates the fact that it is effective to apply the neural network to establish a mental diagnostic system because it has reduced the training iterations and training period and it has high accuracy as well." @default.
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- W2065883931 date "2012-04-01" @default.
- W2065883931 modified "2023-09-27" @default.
- W2065883931 title "On the application of BP neural network based on Levenberg-Marquardt algorithm in the diagnosis of mental disorders" @default.
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- W2065883931 doi "https://doi.org/10.1109/cecnet.2012.6201941" @default.
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