文件名称:tp2-multicouche
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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.
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.
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tp2-multicouche.c