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Nature of error surface

$$ \Delta w_{ij}(m) = -\eta\frac{\partial E(m)}{\partial w_{ij}}, \qquad(1)$$

where \(m\) is the step number and \(\eta \gt 0\) is a learning rate parameter, which may also vary for each presentation of the training pair.

-

 

+

 

Discussion on backpropagation rule

Features of backpropagation

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