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Backpropagation with momentum * by Andres Perez-Uribe * References : - G. Hinton, "How neural networks learn from experience", Scientific American, sep 1992. - P. Werbos, "The Roots of Backpropagation: From ordered derivatives to Neural Neworks and Political Forecasting", John Wiley and Sons, New York, 1994 Compile : gcc -o Bkprop Bkprop.c -lm Run : see example at the end of the C code. There is no guarantee that the code will do what you expect or that it is error free. It is simply meant to provide a useful way to experiment with the Backpropagation learning algorithm. Update Oct 7/99...thanks to Stephane Pouyet change of variable names for the sake of clarity The original names came from Hinton s paper.-Backpropagation with momentum * by Andres Perez-Uribe * References : - G. Hinton, "How neural networks learn from experience", Scientific American, sep 1992. - P. Werbos, "The Roots of Backpropagation: From ordered derivatives to Neural Neworks and Political Forecasting", John Wiley and Sons, New York, 1994 Compile : gcc -o Bkprop Bkprop.c -lm Run : see example at the end of the C code. There is no guarantee that the code will do what you expect or that it is error free. It is simply meant to provide a useful way to experiment with the Backpropagation learning algorithm. Update Oct 7/99...thanks to Stephane Pouyet change of variable names for the sake of clarity The original names came from Hinton s paper.
Date : 2025-12-31 Size : 3kb User : amasz
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