1.2k citations · 1.2k across the 3 of their papers we have counts for
3 papers
cs.NE2021
Differentially Evolving Memory Ensembles: Pareto Optimization based on Computational Intelligence for Embedded Memories on a System Level
Felix Last, Ceren Yeni, Ulf Schlichtmann
As the relative power, performance, and area (PPA) impact of embedded memories continues to grow, proper parameterization of each of the thousands of memories on a chip is essentia…
cs.OH2020★ 6 cited
Predicting Memory Compiler Performance Outputs using Feed-Forward Neural Networks
Felix Last, Max Haeberlein, Ulf Schlichtmann
Typical semiconductor chips include thousands of mostly small memories. As memories contribute an estimated 25% to 40% to the overall power, performance, and area (PPA) of a chip,…
cs.LG2017★ 1.2k cited
Oversampling for Imbalanced Learning Based on K-Means and SMOTE
Felix Last, Georgios Douzas, Fernando Bacao
Learning from class-imbalanced data continues to be a common and challenging problem in supervised learning as standard classification algorithms are designed to handle balanced cl…