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- W1630881305 abstract "The limitations of backpropagation used as a function extrapolator were investigated. Four common functions were used to investigate the network's extrapolation capability. The purpose of the experiment was to determine whether neural networks are capable of extrapolation and, if so, to determine the range for which networks can extrapolate. The authors show that neural networks cannot extrapolate and offer an explanation to support this result.< <ETX xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>></ETX>" @default.
- W1630881305 created "2016-06-24" @default.
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- W1630881305 date "2003-01-02" @default.
- W1630881305 modified "2023-10-06" @default.
- W1630881305 title "Extrapolation limitations of multilayer feedforward neural networks" @default.
- W1630881305 cites W2137983211 @default.
- W1630881305 doi "https://doi.org/10.1109/ijcnn.1992.227294" @default.
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