Search Results for author: Felix Last

Found 3 papers, 1 papers with code

Differentially Evolving Memory Ensembles: Pareto Optimization based on Computational Intelligence for Embedded Memories on a System Level

no code implementations20 Sep 2021 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 essential.

Efficient Exploration

Predicting Memory Compiler Performance Outputs using Feed-Forward Neural Networks

no code implementations5 Mar 2020 Felix Last, Max Haeberlein, Ulf Schlichtmann

A key task in the design flow of a chip is to find optimal memory compiler parametrizations which on the one hand fulfill system requirements while on the other hand optimize PPA.

Oversampling for Imbalanced Learning Based on K-Means and SMOTE

2 code implementations2 Nov 2017 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 class distributions.

Classification Clustering +2

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