Maschinelles Lernen

ANN Performance for the Prediction of High-Speed Digital Interconnects over Multiple PCBs

In this paper the performance and the accuracy of artificial neural networks for the prediction of high-speed digital interconnects up to 100 GHz on printed circuit boards are analyzed and evaluated. The prediciton accuracy is evaluated both for …

Comparison of Collaborative versus Extended Artificial Neural Networks for PDN Design

Currently machine learning tools are not capable to provide analysis solutions for complex printed circuit boards. It is unknown how to prepare the data and how to determine the optimal architecture of the machine learning process. We show that both …