Thomas Martinetz
Orcid: 0000-0002-4539-4475Affiliations:
- University of Lübeck, Germany
According to our database1,
Thomas Martinetz
authored at least 131 papers
between 1989 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Large Neural Networks Learning from Scratch with Very Few Data and without Explicit Regularization.
Proceedings of the 15th International Conference on Machine Learning and Computing, 2023
2022
A walk in the black-box: 3D visualization of large neural networks in virtual reality.
Neural Comput. Appl., 2022
CoRR, 2022
Large Neural Networks Learning from Scratch with Very Few Data and without Regularization.
CoRR, 2022
2021
PeerJ Comput. Sci., 2021
Comput. Intell. Neurosci., 2021
IEEE Access, 2021
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021
2020
IEEE Access, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020
2019
Sensors, 2019
Proceedings of the 2nd International Conference on Applications of Intelligent Systems, 2019
2018
2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Recursive autoconvolution for unsupervised learning of convolutional neural networks.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017
2016
IEEE Trans. Computational Imaging, 2016
A Thalamocortical Neural Mass Model of the EEG during NREM Sleep and Its Response to Auditory Stimulation.
PLoS Comput. Biol., 2016
J. Comput. Neurosci., 2016
Hierarchical Manifold Sensing with Foveation and Adaptive Partitioning of the Dataset.
Proceedings of the Human Vision and Electronic Imaging, 2016
2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2015
2014
PLoS Comput. Biol., 2014
Proceedings of the VISAPP 2014, 2014
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014
Proceedings of the Human Vision and Electronic Imaging XIX, 2014
Proceedings of the Human Vision and Electronic Imaging XIX, 2014
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
2013
The Support Feature Machine: Classification with the Least Number of Features and Application to Neuroimaging Data.
Neural Comput., 2013
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013
Proceedings of the Multimedia Content and Mobile Devices 2013, 2013
Proceedings of the Multimedia Content and Mobile Devices 2013, 2013
Proceedings of the Time-of-Flight and Depth Imaging. Sensors, Algorithms, and Applications, 2013
2012
IEEE Trans. Pattern Anal. Mach. Intell., 2012
Int. J. Comput. Geom. Appl., 2012
Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012
Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Proceedings of the Human Vision and Electronic Imaging XVII, 2012
How to make a small phone camera shoot like a big DSLR: creating and fusing multi-modal exposure series.
Proceedings of the Human Vision and Electronic Imaging XVII, 2012
2011
IEEE J. Sel. Top. Signal Process., 2011
Advances in artificial neural networks, machine learning, and computational intelligence.
Neurocomputing, 2011
Soft-competitive learning of sparse codes and its application to image reconstruction.
Neurocomputing, 2011
Cogn. Comput., 2011
PhyloMap: an algorithm for visualizing relationships of large sequence data sets and its application to the influenza A virus genome.
BMC Bioinform., 2011
BLProt: Prediction of bioluminescent proteins based on Support Vector Machine and ReliefF feature selection.
BMC Bioinform., 2011
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011
2010
Comput. Vis. Image Underst., 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
Proceedings of the Artificial Neural Networks, 2010
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
Proceedings of the 19th International Conference on Computational Statistics, 2010
2009
IEEE Trans. Neural Networks, 2009
Neurocomputing, 2009
EURASIP J. Bioinform. Syst. Biol., 2009
Approaching the Time Dependent Cocktail Party Problem with Online Sparse Coding Neural Gas.
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2009
Welding Inspection using Novel Specularity Features and a One-class SVM.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009
Proceedings of the Artificial Neural Networks, 2009
Proceedings of the Gesture in Embodied Communication and Human-Computer Interaction, 2009
Proceedings of the Dynamic 3D Imaging, DAGM 2009 Workshop, 2009
Proceedings of the Dynamic 3D Imaging, DAGM 2009 Workshop, 2009
2008
IEEE Trans. Neural Networks, 2008
A facial feature tracker for human-computer interaction based on 3D Time-Of-Flight cameras.
Int. J. Intell. Syst. Technol. Appl., 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the Artificial Neural Networks, 2008
Reliability of Cross-Validation for SVMs in High-Dimensional, Low Sample Size Scenarios.
Proceedings of the Artificial Neural Networks, 2008
Proceedings of the Eye Tracking Research & Application Symposium, 2008
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008
Proceedings of the Pattern Recognition, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
Improving Optimality of Neural Rewards Regression for Data-Efficient Batch Near-Optimal Policy Identification.
Proceedings of the Artificial Neural Networks, 2007
Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007
Explicit Kernel Rewards Regression for data-efficient near-optimal policy identification.
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007
Neural Rewards Regression for near-optimal policy identification in Markovian and partial observable environments.
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007
2006
Proceedings of the 19th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2006), 2006
Proceedings of the Perception and Interactive Technologies, 2006
Proceedings of the Perception and Interactive Technologies, 2006
Proceedings of the Perception and Interactive Technologies, 2006
MaxMinOver Regression: A Simple Incremental Approach for Support Vector Function Approximation.
Proceedings of the Artificial Neural Networks, 2006
Guiding the mind's eye: improving communication and vision by external control of the scanpath.
Proceedings of the Human Vision and Electronic Imaging XI, 2006
Proceedings of the Eye Tracking Research & Application Symposium, 2006
OnlineDoubleMaxMinOver: a simple approximate time and information efficient online Support Vector Classification method.
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2006
2005
Neurocomputing, 2005
Eng. Appl. Artif. Intell., 2005
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
Proceedings of the 2nd Symposium on Applied Perception in Graphics and Visualization, 2005
2004
J. Bioinform. Comput. Biol., 2004
Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004
2003
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
Proceedings of the Human Vision and Electronic Imaging VIII, 2003
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
Proceedings of the Pattern Recognition, 2003
2001
Proceedings of the RoboCup 2001: Robot Soccer World Cup V, 2001
On the Effects of Transcription Factor Properties on the Information Content of Binding Sites.
Proceedings of the Computer science and biology: Proceedings of the German Conference on Bioinformatics, 2001
Proceedings of the Advances in Artificial Life, 6th European Conference, 2001
2000
Proceedings of the RoboCup 2000: Robot Soccer World Cup IV, 2000
1999
Proceedings of the Advances in Artificial Life, 5th European Conference, 1999
1997
Topology preservation in self-organizing feature maps: exact definition and measurement.
IEEE Trans. Neural Networks, 1997
1995
Proceedings of the Neural Networks: Artificial Intelligence and Industrial Applications, 1995
1994
Topology Preservation in Self-Organizing Feature Maps: General Definition and Efficient Measurement.
Proceedings of the Fuzzy Logik, 1994
1993
'Neural-gas' network for vector quantization and its application to time-series prediction.
IEEE Trans. Neural Networks, 1993
A neural network with Hebbian-like adaptation rules learning visuomotor coordination of a PUMA robot.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993
1992
PhD thesis, 1992
Neural computation and self-organizing maps - an introduction.
Computation and neural systems series, Addison-Wesley, ISBN: 978-0-201-55443-4, 1992
1991
Vector Quantization Algorithm for Time Series Prediction and Visuo-Motor Control of Robots.
Proceedings of the Verteilte Künstliche Intelligenz und kooperatives Arbeiten, 1991
Neuronale Netze - eine Einführung in die Neuroinformatik selbstorganisierter Netzwerke (2. Aufl.).
Reihe Künstliche Intelligenz, Addison-Wesley, ISBN: 978-3-89319-131-4, 1991
1990
IEEE Trans. Neural Networks, 1990
Proceedings of the IJCNN 1990, 1990
1989
Neural Networks, 1989