Search Results for author: Anna Wiedenroth

Found 2 papers, 1 papers with code

Go with the Flow: the distribution of information processing in multi-path networks

no code implementations29 Sep 2021 Mats Leon Richter, Krupal Shah, Anna Wiedenroth, Saketh Bachu, Ulf Krumnack

The architectures of convolution neural networks (CNN) have a great impact on the predictive performance and efficiency of the model.

Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training by Receptive Field Analysis

1 code implementation23 Jun 2021 Mats L. Richter, Julius Schöning, Anna Wiedenroth, Ulf Krumnack

When optimizing convolutional neural networks (CNN) for a specific image-based task, specialists commonly overshoot the number of convolutional layers in their designs.

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