Research Output per year
Research Output per year
Organisation profile
About us
We want to understand the principles of biological information processing. How does the brain work?
The brain is the most complex system we know. It is one of the biggest blank spots on the scientific map. We want to contribute to its understanding.
Why is a cockroach still better adapted to its environment than the best computer?
How do we comprehend the content of images and language?
We are seeking to understand these still unknown principles of information processing and to apply them to technical systems.
Our research focus lies on:
-
Neural Networks
-
Machine Learning
-
Pattern and Object Recognition
-
Human Vision
-
Modelling Neural Processes
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. Our work contributes towards the following SDG(s):
Fingerprint
Dive into the research topics where Institute of Neuro- and Bioinformatics is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
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
Profiles
-
Barth Erhardt
- Center for Artificial Intelligence Luebeck (ZKIL) - Group Leading Senior Scientist
- Institute of Neuro- and Bioinformatics - Group Leading Senior Scientist
Person: W3 Professor, W2 Professor
Research output
-
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
-
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
-
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
Projects
- 9 Finished
-
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)
-
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)
-
Spatial neglect and attention networks in the human brain: disturbances of functional connectivity and interhemispheric imbalance of an attentional priority map for retinotopic space
Machner, B. (Principal Investigator (PI)), Dorr, M. (Project Staff) & Münte, T. (Project Staff)
01.01.15 → 31.12.20
Project: DFG Projects › DFG Individual Projects
Prizes
-
Innovationspreis 2012
Martinetz, T. (Award Recipient), Käster, T. (Award Recipient) & Fischer, S. (Award Recipient), 2012
Prize: Research Prizes, Scientific Awards
-
ISH-Transferpreis 2011
Martinetz, T. (Award Recipient), 04.07.2011
Prize: Research Prizes, Scientific Awards
-
Otto Roth Award 2012
Dorr, M. (Award Recipient), 07.11.2012
Prize: Awards of the University of Luebeck
Activities
-
Smart AI
Martinetz, T. (Participant)
2022 → …Activity: External professorship, extraordinary activities › Other research activities
-
KI-SIGS Summit 2022
Martinetz, T. (Organiser)
2022 → …Activity: Organisation of events › Organisation of conferences and congresses
-
Max-Planck Institute for Evolutionary Biology (External organisation)
Martinetz, T. (Member)
2011 → 2013Activity: Membership types › Membership in a Scientific Council
Impacts
Press/Media
-
Optimale Röntgenbilder dank Künstlicher Intelligenz
20.01.23
1 item of Media coverage
Press/Media: Media Content › Online Text Content: Newspapers, Magazines
-
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