Project Sonderforschungsbereich 1233 "Robustheit des Sehens — Prinzipien der Inferenz und neuronale Mechanismen", Tübingen

Basic data

Title:
Sonderforschungsbereich 1233 "Robustheit des Sehens — Prinzipien der Inferenz und neuronale Mechanismen", Tübingen
Duration:
01/01/2021 to 31/12/2024
Abstract / short description:
Seeing relies on the detection of perceptually meaningful patterns implicit in the luminance signals distributed across the entire image. Understanding the principles and algorithms that facilitate robust detection of these patterns plays a fundamental role in understanding biological vision – just as knowledge of aerodynamics is crucial for reasoning about biological flight. Progress in robust computer vision is currently skyrocketing as algorithms are tested on increasingly challenging benchmark problems that were not even attempted a few years ago. Here we seek to leverage this progress to synergistically advance our understanding of visual neuroscience and machine vision. Building on a close collaboration between computational researchers and neuroscientists, our goal is to uncover the principles of robust vision and to identify its neural basis in the mammalian brain.
Keywords:
machine learning
Maschinelles Lernen
neurosciences
Neurowissenschaften
neural networks
neuronale Netze
Robustes Sehen
Computer Vision
Inference

Involved staff

Managers

Faculty of Science
University of Tübingen
Institute for Theoretical Physics (ITP)
Department of Physics, Faculty of Science

Contact persons

Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
University Department of Neurology
Hospitals and clinical institutes, Faculty of Medicine
Research Center for Ophthalmology
Center for Ophthalmology, Hospitals and clinical institutes, Faculty of Medicine
Department of Informatics
Faculty of Science
Center for Ophthalmology
Hospitals and clinical institutes, Faculty of Medicine
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
University Department of Neurology
Hospitals and clinical institutes, Faculty of Medicine
Faculty of Science
University of Tübingen
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
Bernstein Center for Computational Neuroscience Tübingen (BCCN)
Interfaculty Institutes
Center for Ophthalmology
Hospitals and clinical institutes, Faculty of Medicine
University Department of Neurology
Hospitals and clinical institutes, Faculty of Medicine
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
Institute for Theoretical Physics (ITP)
Department of Physics, Faculty of Science
Faculty of Medicine
University of Tübingen
Center for Ophthalmology
Hospitals and clinical institutes, Faculty of Medicine
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
Faculty of Medicine
University of Tübingen
Center for Ophthalmology
Hospitals and clinical institutes, Faculty of Medicine
Faculty of Science
University of Tübingen
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
Center for Ophthalmology
Hospitals and clinical institutes, Faculty of Medicine

Other staff

Institute for Theoretical Physics (ITP)
Department of Physics, Faculty of Science

Local organizational units

Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics
Faculty of Science
Institute for Theoretical Physics (ITP)
Department of Physics
Faculty of Science
Research Center for Ophthalmology
Center for Ophthalmology
Hospitals and clinical institutes, Faculty of Medicine
Werner Reichardt Center for Integrative Neuroscience (CIN)
Centers
University of Tübingen

Funders

Bonn, Nordrhein-Westfalen, Germany
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