5 citations · 6 across the 2 of their papers we have counts for
4 papers · 1 filter
Evolutionary Multi-Objective Design of SARS-CoV-2 Protease Inhibitor Candidates
Tim Cofala, Lars Elend, Philip Mirbach +3
Computational drug design based on artificial intelligence is an emerging research area. At the time of writing this paper, the world suffers from an outbreak of the coronavirus SA…
Limited Evaluation Evolutionary Optimization of Large Neural Networks
Jonas Prellberg, Oliver Kramer
Stochastic gradient descent is the most prevalent algorithm to train neural networks. However, other approaches such as evolutionary algorithms are also applicable to this task. Ev…
Lamarckian Evolution of Convolutional Neural Networks
Jonas Prellberg, Oliver Kramer
Convolutional neural networks belong to the most successul image classifiers, but the adaptation of their network architecture to a particular problem is computationally expensive.…
Evolution of Convolutional Highway Networks
Oliver Kramer
Convolutional highways are deep networks based on multiple stacked convolutional layers for feature preprocessing. We introduce an evolutionary algorithm (EA) for optimization of t…