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>Pre-processing inputs for optimally-configured time-delay neural networks
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Pre-processing inputs for optimally-configured time-delay neural networks
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机译:预处理输入以优化配置的延时神经网络
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摘要
A procedure for pre-processing non-stationary time series is proposed for modelling with a time-delay neural network (TDNN). The procedure stabilises the mean of the series and uses a fast Fourier transform to determine the TDNN input size. Results of applying this procedure on five well-known data sets are compared with existing hybrid neural network techniques, demonstrating improved prediction performance.
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