(Q31156988)

29 June 2017

Hybrid Network Model for "Deep Learning" of Chemical Data: Application to Antimicrobial Peptides (English)

1 reference

29 June 2017

0 references

antimicrobial peptide

1 reference

Alex T Müller

2

0 references

Gernot Posselt

Gernot Posselt

5

0 references

Jan Alexander Hiss

Jan A Hiss

7

0 references

Silja Wessler

Silja Wessler

6

0 references

Gisbert Schneider

8

Gisbert Schneider

1 reference

29 June 2017

1

Petra Schneider

1 reference

29 June 2017

Gisela Gabernet

3

1 reference

PubMed ID

28124834

29 June 2017

Alexander L Button

4

1 reference

29 June 2017

10 March 2016

1 reference

29 June 2017

Molecular Informatics

1 reference

29 June 2017

36

1 reference

29 June 2017

1-2

1 reference

Artificial neural networks for computer-based molecular design.

29 June 2017

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Basic concepts of artificial neural network (ANN) modeling and its application in pharmaceutical research

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Machine learning in virtual screening.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Learning Deep Architectures for AI

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Reducing the dimensionality of data with neural networks

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Deep neural nets as a method for quantitative structure-activity relationships

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Deep Learning in Drug Discovery.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Learning with hidden variables.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Neural mechanisms of odor rule learning

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Processing and classification of chemical data inspired by insect olfaction

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Nonlinear dimensionality reduction and mapping of compound libraries for drug discovery

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Where do features come from?

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Machine learning techniques and drug design.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Development of models for prediction of the antioxidant activity of derivatives of natural compounds

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Three- and four-class classification models for P-glycoprotein inhibitors using counter-propagation neural networks.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Assessment of applicability domain for multivariate counter-propagation artificial neural network predictive models by minimum euclidean distance space analysis: a case study.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Neural networks as valuable tools to differentiate between sesquiterpene lactones' inhibitory activity on serotonin release and on NF-kappaB.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Use of structure descriptors to discriminate between modes of toxic action of phenols

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Predicting olfactory receptor neuron responses from odorant structure

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Contrasting network and modular perspectives on inhibitory control

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Computational modeling suggests that response properties rather than spatial position determine connectivity between olfactory glomeruli.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Stepping out of the box: information processing in the neural networks of the basal ganglia

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Self-Organized Formation of Topologically Correct Feature Maps

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Self-organizing molecular fingerprints: a ligand-based view on drug-like chemical space and off-target prediction

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Comparison of the predicted and observed secondary structure of T4 phage lysozyme

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

APD2: the updated antimicrobial peptide database and its application in peptide design

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

The RCSB Protein Data Bank: new resources for research and education

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Exhaustive proteome mining for functional MHC-I ligands

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Principal component analysis

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Lateral inhibition pyramidal neural network for image classification.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Short linear cationic antimicrobial peptides: screening, optimizing, and prediction

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Evaluating different descriptors for model design of antimicrobial peptides with enhanced activity toward P. aeruginosa

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Relationship between peptide structure and antimicrobial activity as studied by de novo designed peptides.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Piloting the membranolytic activities of peptides with a self-organizing map.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Artificial vision by multi-layered neural networks: neocognitron and its advances

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Human-level control through deep reinforcement learning

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Learning nonlinear image manifolds by global alignment of local linear models.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Generative Topographic Mapping (GTM): Universal Tool for Data Visualization, Structure-Activity Modeling and Dataset Comparison.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Generative topographic mapping-based classification models and their applicability domain: application to the biopharmaceutics Drug Disposition Classification System (BDDCS).

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Nonlinear dimensionality reduction for visualizing toxicity data: distance-based versus topology-based approaches

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Chemography of natural product space.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Protein secondary structure analyses from circular dichroism spectroscopy: methods and reference databases

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Estimation of globular protein secondary structure from circular dichroism.

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Using circular dichroism spectra to estimate protein secondary structure

21 January 2018

1 reference

https://api.crossref.org/works/10.1002%2FMINF.201600011

Designing antimicrobial peptides: form follows function.

21 January 2018

1 reference

COCI

https://opencitations.net/index/coci/api/v1/references/10.1002/MINF.201600011

8 April 2023

Identifiers

DOI

10.1002/MINF.201600011

1 reference

29 June 2017

1 reference

PubMed ID

28124834