Research Article
On the Performance Improvement of Devanagari Handwritten Character Recognition
Table 3
Stochastic gradient descent.
| For (,) in training set, | |
% assume an infinite generator | |
% It may repeat examples (if there is only a finite training loss) | | loss = (parameters, , ) | | find derivative of loss with respect to parameters % compute gradient | | modify parameters by-learning rate * derivative of loss with respect to parameters | | if stopping condition is met,
| | return parameters | |
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