Thomas Trappenberg
Orcid: 0000-0002-6144-8963
According to our database1,
Thomas Trappenberg
authored at least 69 papers
between 1994 and 2022.
Collaborative distances:
Collaborative distances:
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Bibliography
2022
Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2022
2021
CoRR, 2021
2020
Multiplicative Decomposition of Heterogeneity in Mixtures of Continuous Distributions.
Entropy, 2020
Learning dynamic weights for an ensemble of deep models applied to medical imaging classification.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
On Out-of-Distribution Detection Algorithms with Deep Neural Skin Cancer Classifiers.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
J. Intell. Fuzzy Syst., 2019
Frontiers Neurorobotics, 2019
CoRR, 2019
Model-free prostate cancer segmentation from dynamic contrast-enhanced MRI with recurrent convolutional networks: A feasibility study.
Comput. Medical Imaging Graph., 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
A Deep Learning Based Approach to Skin Lesion Border Extraction With a Novel Edge Detector in Dermoscopy Images.
Proceedings of the International Joint Conference on Neural Networks, 2019
Using a Deep CNN for Automatic Classification of Sleep Spindles: A Preliminary Study.
Proceedings of the Advances in Artificial Intelligence, 2019
Proceedings of the Advances in Artificial Intelligence, 2019
Mitigating Overfitting Using Regularization to Defend Networks Against Adversarial Examples.
Proceedings of the Advances in Artificial Intelligence, 2019
Supervised Versus Unsupervised Deep Learning Based Methods for Skin Lesion Segmentation in Dermoscopy Images.
Proceedings of the Advances in Artificial Intelligence, 2019
2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Mixing Habits and Planning for Multi-Step Target Reaching Using Arbitrated Predictive Actor-Critic.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
2017
In vivo classification of inflammation in blood vessels with convolutional neural networks.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
2016
Proceedings of the KI 2016: Advances in Artificial Intelligence, 2016
2015
IEEE Trans. Neural Networks Learn. Syst., 2015
Modeling human target reaching with an adaptive observer implemented with dynamic neural fields.
Neural Networks, 2015
A biological mechanism for Bayesian feature selection: Weight decay and raising the LASSO.
Neural Networks, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Detection of event-related potentials in individual subjects using support vector machines.
Brain Informatics, 2015
2014
A Brief Introduction to Probabilistic Machine Learning and Its Relation to Neuroscience.
Proceedings of the Growing Adaptive Machines, 2014
An Architecture for Distinguishing between Predictors and Inhibitors in Reinforcement Learning.
Proceedings of the 2nd International Conference on Learning Representations, 2014
Simulating oculomotor inhibition of return with a two-dimensional dynamic neural field model of the superior colliculus.
Aust. J. Intell. Inf. Process. Syst., 2014
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014
2013
Cogn. Comput., 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
2012
Spatial Interactions in the Superior Colliculus Predict Saccade Behavior in a Neural Field Model.
J. Cogn. Neurosci., 2012
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012
2011
A Characterization of the Combined Effects of Overlap and Imbalance on the SVM Classifier
CoRR, 2011
Proceedings of the IEEE International Conference on Systems, 2011
Comparison of Learned versus Engineered Features for Classification of Mine Like Objects from Raw Sonar Images.
Proceedings of the Advances in Artificial Intelligence, 2011
Proceedings of the Advances in Artificial Intelligence, 2011
2010
Selective attention improves self-organization of cortical maps with multiple inputs.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Advances in Artificial Intelligence, 2010
Proceedings of the Advances in Artificial Intelligence, 2010
2009
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009
Proceedings of the IEEE International Conference on Systems, 2009
Fundamentals of Computational Neuroscience (2. ed.).
Oxford University Press, ISBN: 978-0-19-956841-3, 2009
2008
Modeling the integration of expectations in visual search with centre-surround neural fields.
Neural Networks, 2008
2007
Computational consequences of experimentally derived spike-time and weight dependent plasticity rules.
Biol. Cybern., 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
2006
IEEE Trans. Knowl. Data Eng., 2006
Neurocomputing, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
2005
Neural Networks, 2005
Neurocomputing, 2005
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
A multi-modular associator network for simple temporal sequence learning and generation.
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
2004
Self-organising continuous attractor networks with multiple activity packets, and the representation of space.
Neural Networks, 2004
2003
Neural Networks, 2003
2001
Selecting inputs for modeling using normalized higher order statistics and independent component analysis.
IEEE Trans. Neural Networks, 2001
Effective Size of Receptive Fields of Inferior Temporal Visual Cortex Neurons in Natural Scenes.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
1998
Dynamic Cooperation and Competition in a Network of Spiking Neurons.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
1994
Parallel Algorithms Appl., 1994