Research Output per year
Research Output per year
Personal profile
Scientific Focus
Neural Networks
Machine Learning
Pattern and Object Recognition
Human Vision
Modelling Neural Processes
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Academic qualification
Theoretical and Computational Biophysics, PhD, University of Illinois at Urbana-Champaign
1988 → 1991
Award Date: 31.12.1991
Physics & Mathematics, Diploma in Theoretical Biophysics, Technical University of Munich
1981 → 1987
Award Date: 31.12.1987
Research Areas and Centers
- Centers: Center for Artificial Intelligence Luebeck (ZKIL)
Fingerprint
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Do Highly Over-Parameterized Neural Networks Generalize Since Bad Solutions Are Rare?
Martinetz, J. & Martinetz, T., 23.01.2025, In: IEEE Transactions on Neural Networks and Learning Systems.Research output: Journal Articles › Journal articles › Research › peer-review
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Artificial Intelligence in Fluorescence Lifetime Imaging Ophthalmoscopy (FLIO) Data Analysis—Toward Retinal Metabolic Diagnostics
Thiemann, N., Sonntag, S. R., Kreikenbohm, M., Böhmerle, G., Stagge, J., Grisanti, S., Martinetz, T. & Miura, Y., 16.02.2024, In: Diagnostics. 14, 4, p. 431 431.Research output: Journal Articles › Journal articles › Research › peer-review
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Enhancing Generalization in Convolutional Neural Networks Through Regularization with Edge and Line Features
Linse, C., Brückner, B. & Martinetz, T., 17.09.2024, Lecture Notes in Computer Science: International Conference on Artificial Neural Networks. Springer, Cham, Vol. 15016. p. 432 446 p.Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review
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Leaky ReLUs That Differ in Forward and Backward Pass Facilitate Activation Maximization in Deep Neural Networks
Linse, C., Barth, E. & Martinetz, T., 2024, 2024 International Joint Conference on Neural Networks (IJCNN). IEEEResearch output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review
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Patient pose assessment in radiography using time-of-flight cameras
Laufer, M., Mairhöfer, D., Sieren, M., Gerdes, H., dos Reis, F. L., Bischof, A., Käster, T., Barth, E., Barkhausen, J. & Martinetz, T., 02.04.2024, Proceedings: Medical Imaging 2024: Image Processing. SPIE, Vol. 12926.Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review
Projects
- 7 Finished
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KI SIGS - Space for Intelligent Health Systems
Leucker, M. (Speaker, Coordinator), Koch, R. (Principal Investigator (PI)), Martinetz, T. (Principal Investigator (PI)), Dembinski, R. (Principal Investigator (PI)), Glüer, C. C. (Principal Investigator (PI)), Buschschlüter, S. (Principal Investigator (PI)), Rostalski, P. (Principal Investigator (PI)), Modersitzki, J. (Principal Investigator (PI)), Gerkmann, T. (Principal Investigator (PI)) & Steinicke, F. (Principal Investigator (PI))
01.04.20 → 31.12.23
Project: Projects with Federal Funding › Federal Funding: BMWK (Economic Affairs and Climate Action)
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Beeinflussung von Hirnrhythmen zur Förderung des Gedächtnisses
Martinetz, T. (Speaker, Coordinator)
01.03.18 → 28.02.22
Project: Projects with Federal Funding › Federal Funding: BMBF (Education and Research)
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CRC/Transregio TRR 134, Project C06: Using machine learning to identify multivariate neural determinants of food choice in the human brain
Anders, S. (Principal Investigator (PI)), Martinetz, T. (Principal Investigator (PI)) & Schmid, S. (Principal Investigator (PI))
01.01.14 → 01.01.17
Project: DFG Projects › DFG Joint Research: Collaborative Research Center/ Transregios
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SPP 1527, Subproject: Learning Efficient Sensing for Active Vision (Esensing)
Martinetz, T. (Speaker, Coordinator) & Barth, E. (Project Staff)
01.10.11 → 30.09.16
Project: DFG Projects › DFG Joint Research: Priority Programs
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Graduate School GSC 235: Graduate School for Computing in Medicine and Life Sciences
Schweikard, A. (Speaker, Coordinator), Anders, S. (Project Staff), Barkhausen, J. (Project Staff), Buzug, T. (Project Staff), Erdmann, J. (Project Staff), Fischer, B. (Project Staff), Fischer, S. (Project Staff), Habermann, J. K. (Project Staff), Hartmann, E. (Project Staff), Hilgenfeld, R. (Project Staff), Hofmann, U. (Project Staff), Klein, C. (Project Staff), Kruse, C. (Project Staff), Marshall, L. (Project Staff), Martinetz, T. (Project Staff), Mertins, A. (Project Staff), Münte, T. (Project Staff), Oltmanns, K. (Project Staff), Schneider, S. (Project Staff), Schunkert, H. (Project Staff), Sczakiel, G. (Project Staff), Tronnier, V. M. (Project Staff), Vogel, A. (Project Staff), Westermann, J. (Project Staff) & Zillikens, D. (Project Staff)
01.11.07 → 31.12.14
Project: DFG Projects › DFG Joint Research: Research Training Groups
Prizes
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Innovationspreis 2012
Martinetz, T. (Award Recipient), Käster, T. (Award Recipient) & Fischer, S. (Award Recipient), 2012
Prize: Research Prizes, Scientific Awards
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ISH-Transferpreis 2011
Martinetz, T. (Award Recipient), 04.07.2011
Prize: Research Prizes, Scientific Awards
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Thomas Fredenhagen Award 2018
Martinetz, T. (Award Recipient) & Barth, E. (Award Recipient), 19.04.2018
Prize: Awards of the University of Luebeck
Activities
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Smart AI
Martinetz, T. (Participant)
2022 → …Activity: External professorship, extraordinary activities › Other research activities
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KI-SIGS Summit 2022
Martinetz, T. (Organiser)
2022 → …Activity: Organisation of events › Organisation of conferences and congresses
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Max-Planck Institute for Evolutionary Biology (External organisation)
Martinetz, T. (Member)
2011 → 2013Activity: Membership types › Membership in a Scientific Council
Press/Media
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Optimale Röntgenbilder dank Künstlicher Intelligenz
20.01.23
1 item of Media coverage
Press/Media: Media Content › Online Text Content: Newspapers, Magazines
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KI-SIGS YouTube Channel
Leucker, M., Möller, R., Martinetz, T., Fischer, S. & Ernst, F.
01.01.20
1 Media contribution
Press/Media: Media Content › Online Video Content: YouTube, Channels, Websites