Thomas Martinetz

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Erhardt BarthProfessor of Computer Science, University of LübeckVerified email at inb.uni-luebeck.de
Klaus SchultenProfessor of Physics, University of Illinois at Urbana-ChampaignVerified email at ks.uiuc.edu
Helge RitterProfessor of Neuroinformatics, Bielefeld UniversityVerified email at techfak.uni-bielefeld.de
Michael DorrAdaptive Sensory TechnologyVerified email at tum.de
Hammam Alshazly (World's Top 2% S...Associate Professor of Computer Science, South Valley UniversityVerified email at sci.svu.edu.eg
Christoph LinseResearch associate, University of LübeckVerified email at inb.uni-luebeck.de
Hong-Viet V. NgoLecturer, Department of Psychology, University of EssexVerified email at essex.ac.uk
Karl GegenfurtnerProfessor of Psychology, Giessen University, GermanyVerified email at psychol.uni-giessen.de
Claus WilkeProfessor, Department of Integrative Biology, The University of Texas at AustinVerified email at austin.utexas.edu
Thomas VillmannProfessor for Mathematics and Computational Intelligence, University of Applied Sciences MittweidaVerified email at hs-mittweida.de
Amir Madany MamloukInstitute for Neuro- and Bioinformatics, University of Luebeck, GermanyVerified email at inb.uni-luebeck.de
Jan BornUniversität Tübingen; Inst. Med. PsychologieVerified email at uni-tuebingen.de
Arne WeigenandUniversität zu LübeckVerified email at inb.uni-luebeck.de
Daniel PolaniProfessor of Artificial Intelligence, School of Computer Science, University of HertfordshireVerified email at herts.ac.uk
Jens Christian ClaussenSenior Lecturer, University of BirminghamVerified email at bham.ac.uk
Ralf DerProfessor, retired, University of LeipzigVerified email at mis.mpg.de
R. Prof. P. N. Suganthan, FIEEE'2015,...KINDI Computing Research, Qatar University (Hon Doc: U of Maribor; BA/MA: Cambridge U, UKVerified email at qu.edu.qa
J. Michael HerrmannIPAB, School of Informatics, University of EdinburghVerified email at ed.ac.uk
Heinz HandelsProfessor of Medical Informatics, Director DFKI, University of LübeckVerified email at dfki.de
Eleonora VigAmazonVerified email at amazon.com

Thomas Martinetz

Professor of Computer Science, University of Lübeck

Verified email at inb.uni-luebeck.de

neural networks machine learning artificial intelligence computational neuroscience künstliche Intelligenz


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'Neural-gas' network for vector quantization and its application to time-series prediction TM Martinetz, SG Berkovich, KJ Schulten IEEE transactions on neural networks 4 (4), 558-569, 1993	2011	1993
A" neural-gas" network learns topologies T Martinetz, K Schulten University of Illinois at Urbana-Champaign 1 (01), 1991	1308	1991
Neural Computation and Self-Organizing Maps; An Introduction H Ritter, T Martinetz, K Schulten Addison-Wesley Longman Publishing Co., Inc., 1992	1302	1992
Topology representing networks T Martinetz, K Schulten Neural Networks 7 (3), 507-522, 1994	1200	1994
Auditory closed-loop stimulation of the sleep slow oscillation enhances memory HVV Ngo, T Martinetz, J Born, M Mölle Neuron 78 (3), 545-553, 2013	986	2013
Variability of eye movements when viewing dynamic natural scenes M Dorr, T Martinetz, KR Gegenfurtner, E Barth Journal of vision 10 (10), 28-28, 2010	570	2010
Competitive Hebbian learning rule forms perfectly topology preserving maps T Martinetz ICANN’93: Proceedings of the International Conference on Artificial Neural …, 1993	461	1993
Topology preservation in self-organizing feature maps: exact definition and measurement T Villmann, R Der, M Herrmann, TM Martinetz IEEE transactions on neural networks 8 (2), 256-266, 1997	438	1997
Neuronale netze H Ritter, T Martinetz, K Schulten Munchen: Addison-Wesley, 1991	395	1991
Three-dimensional neural net for learning visuomotor coordination of a robot arm TM Martinetz, HJ Ritter, KJ Schulten IEEE transactions on neural networks 1 (1), 131-136, 1990	391	1990
Topology-conserving maps for learning visuo-motor-coordination HJ Ritter, TM Martinetz, KJ Schulten Neural networks 2 (3), 159-168, 1989	382	1989
AFP-Pred: A random forest approach for predicting antifreeze proteins from sequence-derived properties KK Kandaswamy, KC Chou, T Martinetz, S Möller, PN Suganthan, ... Journal of theoretical biology 270 (1), 56-62, 2011	282	2011
Driving sleep slow oscillations by auditory closed-loop stimulation—a self-limiting process HVV Ngo, A Miedema, I Faude, T Martinetz, M Mölle, J Born Journal of Neuroscience 35 (17), 6630-6638, 2015	252	2015
Explainable COVID-19 detection using chest CT scans and deep learning H Alshazly, C Linse, E Barth, T Martinetz Sensors 21 (2), 455, 2021	220	2021
Classifiers for ischemic stroke lesion segmentation: a comparison study O Maier, C Schröder, ND Forkert, T Martinetz, H Handels PloS one 10 (12), e0145118, 2015	157	2015
Deep convolutional neural networks as generic feature extractors L Hertel, E Barth, T Käster, T Martinetz 2015 International Joint Conference on Neural Networks (IJCNN), 1-4, 2015	141	2015
Simple method for high-performance digit recognition based on sparse coding K Labusch, E Barth, T Martinetz Neural Networks, IEEE Transactions on 19 (11), 1985-1989, 2008	134	2008
Dynamic fitness landscapes in molecular evolution CO Wilke, C Ronnewinkel, T Martinetz Physics Reports 349 (5), 395-446, 2001	134	2001
Ensemble deep learning and internet of things‐based automated COVID‐19 diagnosis framework AS Kini, AN Gopal Reddy, M Kaur, S Satheesh, J Singh, T Martinetz, ... Contrast Media & Molecular Imaging 2022 (1), 7377502, 2022	120	2022
Prediction of apoptosis protein locations with genetic algorithms and support vector machines through a new mode of pseudo amino acid composition K Kumar Kandaswamy, G Pugalenthi, S Moller, E Hartmann, ... Protein and Peptide Letters 17 (12), 1473-1479, 2010	109	2010

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