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Understanding Convolutional Neural Networks

Fakult t f r Mathematik, Informatik und Naturwissenschaften Lehr- und Forschungsgebiet Informatik VIII. Computer Vision Prof. Dr. Bastian Leibe Seminar Report Understanding Convolutional Neural Networks David Stutz Matriculation Number: ######. August 30, 2014. Advisor: Lucas Beyer Abstract This seminar paper focusses on Convolutional Neural Networks and a visualization technique allowing further insights into their internal operation. After giving a brief introduction to Neural Networks and the multilayer perceptron, we review both supervised and unsupervised training of Neural Networks in detail.

Abstract This seminar paper focusses on convolutional neural networks and a visualization technique allowing further insights into their internal operation.

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