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\section{Introduction}
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Neural networks have become a widely used model as they are relatively
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easy to build with modern frameworks like tensorflow and are able to
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model complex data.
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In this thesis we will .. networks ..
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In order to get some understanding about the behavior of the learned
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function of neural networks we examine the convergence behavior for
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....
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An interesting application of neural networks is the application to
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image classification tasks. We ... impact of ... on the performance of
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a neural network in such a task.
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As in some applications such as medical imaging one might be limited
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to very small training data we study the impact of two measures in
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improving the accuracy in such a case by trying to ... the model from
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overfitting the data.
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%%% Local Variables:
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%%% mode: latex
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%%% TeX-master: "main"
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%%% End:
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