Martin Stetter

Comput. Intell. Neurosci., 2021

2014

Physarum Learner: A bio-inspired way of learning structure from data.

[BibT_eX]

[DOI]

Torsten Schön

Ana Maria Tomé

Carlos García Puntonet

Expert Syst. Appl., 2014

2013

A New Physarum Learner for Network Structure Learning from Biomedical Data.

[BibT_eX]

Proceedings of the BIOSIGNALS 2013, 2013

2012

Structure Learning for Bayesian Networks Using the Physarum Solver.

[BibT_eX]

[DOI]

Torsten Schön

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

2008

Quantitative Inference by Qualitative Semantic Knowledge Mining with Bayesian Model Averaging.

[BibT_eX]

[DOI]

Wilfried Brauer

IEEE Trans. Knowl. Data Eng., 2008

Modeling semantics of inconsistent qualitative knowledge for quantitative Bayesian network inference.

[BibT_eX]

[DOI]

Wilfried Brauer

Neural Networks, 2008

Extraction of semantic biomedical relations from text using conditional random fields.

[BibT_eX]

[DOI]

BMC Bioinform., 2008

Knowledge-based gene expression classification via matrix factorization.

[BibT_eX]

[DOI]

Bioinform., 2008

2007

Quantitative Bayesian Inference by Qualitative Knowledge Modeling.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Structure Learning with Nonparametric Decomposable Models.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2007

Bayesian Substructure Learning - Approximate Learning of Very Large Network Structures.

[BibT_eX]

[DOI]

Andreas Nägele

Proceedings of the Machine Learning: ECML 2007, 2007

A Knowledge-based Dynamic Bayesian Framework Towards Molecular Network Modeling and Quantitative Prediction.

[BibT_eX]

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2007

2006

Learning to Attend: Modeling the Shaping of Selectivity in Infero-temporal Cortex in a Categorization Task.

[BibT_eX]

[DOI]

Biol. Cybern., 2006

Logical nano-computation in enzymatic reaction networks.

[BibT_eX]

[DOI]

Bernd Schürmann

Michael Hofstetter

Proceedings of the 1st International ICST Conference on Bio Inspired Models of Network, 2006

2005

Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI data.

[BibT_eX]

[DOI]

Janaina Mourão Miranda

NeuroImage, 2005

A neuronal model for the shaping of feature selectivity in IT by visual categorization.

[BibT_eX]

[DOI]

Neurocomputing, 2005

2004

Systems Level Modeling of Gene Regulatory Networks.

[BibT_eX]

[DOI]

Bernd Schürmann

Proceedings of the Artificial Intelligence Methods And Tools For Systems Biology, 2004

Computational Neuroscience for Cognitive Brain Functions.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Methods And Tools For Systems Biology, 2004

Identifying Interventional and Pathogenic Mechanisms by Generative Inverse Modeling of Gene Expression Profiles.

[BibT_eX]

[DOI]

J. Comput. Biol., 2004

Modeling texture-constancy of cortical grating cells.

[BibT_eX]

[DOI]

Neurocomputing, 2004

2003

Large-Scale Computational Modeling of Genetic Regulatory Networks.

[BibT_eX]

[DOI]

Gustavo Deco

Artif. Intell. Rev., 2003

Systems-Level Neuronal Modeling of Visual Attentional Mechanisms.

[BibT_eX]

[DOI]

Silvia Corchs

Gustavo Deco

Artif. Intell. Rev., 2003

Bayesian Inference of Genetic Networks from Gene-Expression-Data: Convergence and Reliability.

[BibT_eX]

Proceedings of the International Conference on Artificial Intelligence, 2003

2002

Modeling the Link between Functional Imaging and Neuronal Activity: Synaptic Metabolic Demand and Spike Rates.

[BibT_eX]

[DOI]

Rita Almeida

NeuroImage, 2002

2001

Contextual effects by short range connections in a mean-field model of V1.

[BibT_eX]

[DOI]

Neurocomputing, 2001

On the Influence of Threshold Variability in a Mean-Field Model of the Visual Cortex.

[BibT_eX]

[DOI]

Proceedings of the Emergent Neural Computational Architectures Based on Neuroscience, 2001

2000

Blind signal separation from optical imaging recordings with extended spatial decorrelation.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2000

An Analysis of Orientation and Ocular Dominance Patterns in the Visual Cortex of Cats and Ferrets.

[BibT_eX]

[DOI]

Neural Comput., 2000

The influence of threshold variability on the response of visual cortical neurons.

[BibT_eX]

[DOI]

Neurocomputing, 2000

A mean-field model for orientation tuning, contrast saturation, and contextual effects in the primary visual cortex.

[BibT_eX]

[DOI]

Biol. Cybern., 2000

Blind Signal Separation from Optical Imaging Data.

[BibT_eX]

[DOI]

Proceedings of the Mustererkennung 2000, 2000

1999

Application of Blind Separation of Sources to Optical Recording of Brain Activity.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

1998

A neural network model for the emergence of grating cells.

[BibT_eX]

[DOI]

Biol. Cybern., 1998

Modelling Contrast Adaptation and Contextual Effects in Primary Visual Cortex.

[BibT_eX]

Proceedings of the Fifth International Conference on Neural Information Processing, 1998

1997

Synapse Clustering Can Drive Simultaneous ON-OFF and Ocular-Dominance Segregation in a Model of Area 17.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 1997

A Model for Orientation Tuning and Contextual Effects of Orientation Selective Receptive Fields.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 1997

1995

Self-Organization of Cortical Receptive Fields and Columnar Structures in a Hebb Trained Neural Network.

[BibT_eX]

[DOI]

Proceedings of the From Natural to Artificial Neural Computation, 1995

1994

Selbstorganisation funktioneller Strukturen im primären visuellen Kortex: ein neuronales Netzwerk als Modell aktivitätsabhängiger Reifungsprozesse.

[BibT_eX]

[DOI]

PhD thesis, 1994

1993

Emergence of orientation selective simple cells simulated in deterministic and stochastic neural networks.

[BibT_eX]

[DOI]