ProjectSonderforschungsbereich 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
University of Tübingen
Institute for Theoretical Physics (ITP)
Department of Physics, Faculty of Science
Department of Physics, Faculty of Science
CRC 1233 - Robust Vision — Inference Principles and Neural Mechanisms
Collaborative research centers and transregios
Collaborative research centers and transregios
Bernstein Center for Computational Neuroscience Tübingen (BCCN)
Interfaculty Institutes
Interfaculty Institutes
Tübingen AI Center
Department of Informatics, Faculty of Science
Department of Informatics, Faculty of Science
Contact persons
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
Department of Informatics, Faculty of Science
Cluster of Excellence: Machine Learning: New Perspectives for Science (CML)
Centers or interfaculty scientific institutions
Centers or interfaculty scientific institutions
University Department of Neurology
Hospitals and clinical institutes, Faculty of Medicine
Hospitals and clinical institutes, Faculty of Medicine
Hertie Institute for Artificial Intelligence in Brain Health (HIAI)
Non-clinical institutes, Faculty of Medicine
Non-clinical institutes, Faculty of Medicine
Institute for Bioinformatics and Medical Informatics (IBMI)
Interfaculty Institutes
Interfaculty Institutes
Cluster of Excellence: Machine Learning: New Perspectives for Science (CML)
Centers or interfaculty scientific institutions
Centers or interfaculty scientific institutions
Tübingen AI Center
Department of Informatics, Faculty of Science
Department of Informatics, Faculty of Science
Department of Informatics
Faculty of Science
Faculty of Science
Center for Ophthalmology
Hospitals and clinical institutes, Faculty of Medicine
Hospitals and clinical institutes, Faculty of Medicine
Research Center for Ophthalmology
Center for Ophthalmology, Hospitals and clinical institutes, Faculty of Medicine
Center for Ophthalmology, Hospitals and clinical institutes, Faculty of Medicine
Werner Reichardt Center for Integrative Neuroscience (CIN)
Centers or interfaculty scientific institutions
Centers or interfaculty scientific institutions
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
Department of Informatics, Faculty of Science
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
Department of Informatics, Faculty of Science
Tübingen AI Center
Department of Informatics, Faculty of Science
Department of Informatics, Faculty of Science
Department of Systems Neuroscience
Hertie Institute for Clinical Brain Research (HIH), Non-clinical institutes, Faculty of Medicine
Hertie Institute for Clinical Brain Research (HIH), Non-clinical institutes, Faculty of Medicine
Faculty of Science
University of Tübingen
University of Tübingen
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
Department of Informatics, Faculty of Science
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
Department of Informatics, Faculty of Science
Bernstein Center for Computational Neuroscience Tübingen (BCCN)
Interfaculty Institutes
Interfaculty Institutes
Cluster of Excellence: Machine Learning: New Perspectives for Science (CML)
Centers or interfaculty scientific institutions
Centers or interfaculty scientific institutions
Tübingen AI Center
Department of Informatics, Faculty of Science
Department of Informatics, Faculty of Science
Center for Ophthalmology
Hospitals and clinical institutes, Faculty of Medicine
Hospitals and clinical institutes, Faculty of Medicine
University Department of Neurology
Hospitals and clinical institutes, Faculty of Medicine
Hospitals and clinical institutes, Faculty of Medicine
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
Department of Informatics, Faculty of Science
Institute for Theoretical Physics (ITP)
Department of Physics, Faculty of Science
Department of Physics, Faculty of Science
Faculty of Medicine
University of Tübingen
University of Tübingen
Center for Ophthalmology
Hospitals and clinical institutes, Faculty of Medicine
Hospitals and clinical institutes, Faculty of Medicine
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
Department of Informatics, Faculty of Science
Cluster of Excellence: Machine Learning: New Perspectives for Science (CML)
Centers or interfaculty scientific institutions
Centers or interfaculty scientific institutions
Tübingen AI Center
Department of Informatics, Faculty of Science
Department of Informatics, Faculty of Science
Faculty of Medicine
University of Tübingen
University of Tübingen
Center for Ophthalmology
Hospitals and clinical institutes, Faculty of Medicine
Hospitals and clinical institutes, Faculty of Medicine
Faculty of Science
University of Tübingen
University of Tübingen
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics, Faculty of Science
Department of Informatics, Faculty of Science
Center for Ophthalmology
Hospitals and clinical institutes, Faculty of Medicine
Hospitals and clinical institutes, Faculty of Medicine
Other staff
Institute for Theoretical Physics (ITP)
Department of Physics, Faculty of Science
Department of Physics, Faculty of Science
Local organizational units
Wilhelm Schickard Institute of Computer Science (WSI)
Department of Informatics
Faculty of Science
Faculty of Science
Institute for Theoretical Physics (ITP)
Department of Physics
Faculty of Science
Faculty of Science
Research Center for Ophthalmology
Center for Ophthalmology
Hospitals and clinical institutes, Faculty of Medicine
Hospitals and clinical institutes, Faculty of Medicine
Werner Reichardt Center for Integrative Neuroscience (CIN)
Centers or interfaculty scientific institutions
University of Tübingen
University of Tübingen
Funders
Bonn, Nordrhein-Westfalen, Germany