Current affiliation: ETH Zürich, D-CHABSubject: ChemistryPrimary location: Switzerland
Published in:Molecular InformaticsPublication date:2016-03-10
We used the output of self organizing maps (SOM) reducing high dimensional data as an input for artificial neural networks (ANN) to predict novel a...
Published in:Molecular InformaticsPublication date:2016-07-01
We use nature-inspired evolutionary algorithms to adapt neural networks to optimally classify antibiotic molecules.
Published in:MedChemCommPublication date:2016-01-01
This review summarizes recent findings and developments in the filed of anticancer peptides. It highlights the class of membranolytic anticancer pe...
Published in:BioinformaticsPublication date:2017-05-04
We present a Python programming package to handle protein and peptide molecules in silico.
Published in:ACS Chemical BiologyPublication date:2017-08-08
We transformed a peptide killing bacteria into a peptide selectivly going into mitochondria by mutating its amino acids as it happens in evolution.
Published in:Journal of Chemical Information and ModelingPublication date:2018-01-22
A recurrent neural network with LSTM cells was trained on known helical antimicrobial peptides (AMP) to generate new examples that lie close to the...