جست‌وجوی استاد و پژوهشگر

Ozan Özdenizciمشاهده پروفایل

دانشیار

• Artificial Intelligence
• Machine Learning
• Robustness and Safety in ML
• +۴ مورد دیگر

Assoc. Prof. Ozan Özdenizci is a faculty member at the Institute of Machine Learning and Neural Computation, TU Graz, Austria. His research focuses on robustness, safety, and efficiency in machine learning, particularly in adversarial robustness, spiking neural networks, and privacy-aware learning. He holds a PhD from Northeastern University (2016), and MSc/BSc degrees from Sabancı University (2010/2008). Previously, he served as a postdoc at TU Graz (2016–2020) and a research group leader at Montanuniversität Leoben (2020–2023). Affiliations: TU Graz (2023–present), Montanuniversität Leoben (2020–2023), TU Graz Postdoc (2016–2020) Education: PhD (Northeastern University, 2016), MSc/BSc (Sabancı University, 2010/2008) Research Interests: Developing ML systems with robustness guarantees, efficient deep learning (e.g., spiking networks), and privacy-aware mechanisms. Key areas include adversarial defense mechanisms, sparse network design, and neuromorphic computing applications. His work bridges theoretical foundations with practical implementations in computer vision and autonomous systems. Recent Contributions: Advances in privacy-aware lifelong learning (ICLR 2025), robust spiking networks (TMLR 2024), and weather-resistant vision models (TPAMI 2023). His research emphasizes trade-offs between model efficiency, robustness, and scalability. Awards: Top Reviewer at NeurIPS 2023, Outstanding Reviewer at ICML 2022/ICLR 2022 Labs/Teams: Member of Graz Center for Machine Learning (GraML) and ELLIS Unit Graz

Nathan Weiszمشاهده پروفایل

استاد

• Cognitive Neuroscience
• Auditory Perception
• Neural Oscillations
• +۷ مورد دیگر

Nathan Weisz is a Professor of Physiological Psychology in the Department of Psychology at the University of Salzburg , where he leads the Salzburg Brain Dynamics Lab and the MEG Laboratory at the Center for Cognitive Neuroscience Salzburg (CCNS). He has previously served as Associate Professor at the University of Trento’s CIMeC and as an Emmy Noether Group Leader at the University of Konstanz. . Doctorate: Department of Psychology, University of Konstanz (2001–2004) Diploma in Psychology: Catholic University of Eichstätt (1996–2001) His research focuses on understanding how the brain processes acoustic stimuli, particularly speech, using electrophysiological methods such as MEG and EEG. He investigates neural mechanisms in challenging listening environments (e.g., the 'cocktail party' problem), the role of neural oscillations in perception and memory, multisensory integration (e.g., audio-visual speech), and the development of tinnitus following hearing loss. His work has direct implications for hearing rehabilitation and cochlear implantation. The recent publications highlight advanced applications of M/EEG in decoding conscious perception across modalities, the role of alpha desynchronization in auditory working memory, and predictive neural activity in the auditory system. These reflect a strong trend in cognitive electrophysiology , predictive coding , and neural dynamics of perception . Nathan Weisz has not been mentioned as receiving specific scientific awards in the provided text. He advises graduate students in psychology and neuroscience, though specific names are not listed. His research is supported by institutional and likely external funding given his leadership roles and publication record. He leads a prominent research group focused on non-invasive brain imaging and cognitive dynamics. He leads the Salzburg Brain Dynamics Lab , which operates within the Center for Cognitive Neuroscience Salzburg (CCNS), utilizing MEG and EEG to study brain dynamics in perception and cognition.

• Cognitive Neuroscience
• Auditory Perception
• Electrophysiology
• +۷ مورد دیگر

Dr. Thomas Hartmann is a Senior Scientist at the Centre for Cognitive Neuroscience (CCNS), Department of Psychology, Faculty of Natural and Life Sciences, University of Salzburg. His research focuses on cognitive neuroscience, auditory perception, and electrophysiological methods (M/EEG), particularly in the context of tinnitus and cochlear implants. He leads the Salzburg Brain Dynamics Lab and is a key contributor to open-source neuroscience software development. PhD in Psychology, University of Konstanz (2006–2012) Diploma in Psychology, University of Konstanz (2001–2006) His primary research interests include auditory perception, neural oscillations, neurofeedback, cognitive neuroscience, and psychophysics . He investigates how the brain processes sound, especially under conditions of hearing impairment, and develops computational tools to improve experimental rigor and reproducibility. Dr. Hartmann’s recent publications demonstrate a strong trend in multisensory integration, neural speech tracking, attention modulation, and open-source methodological development . His work often combines EEG/MEG with behavioral paradigms to uncover the neural mechanisms of perception and attention. A major contribution is the Objective Psychophysics Toolbox (o_ptb), which enhances experimental design in MATLAB by abstracting hardware complexity. Active contributor to open-source neuroscience tools Focus on reproducible and robust experimental paradigms Collaborative research with leading institutions in Europe He has co-authored numerous peer-reviewed studies in journals such as Frontiers in Psychology , NeuroImage , and Cortex , and has been involved in research on tinnitus, cochlear implants, and neural correlates of attention. Although no direct students are listed, his role as a senior scientist and publication mentor suggests advisory responsibilities. He is affiliated with the Salzburg Brain Dynamics Lab, where his team conducts cutting-edge research on brain dynamics using advanced electrophysiological techniques and computational modeling.

• Multisensory Processing
• Attentional Enhancement
• Distraction
• +۳ مورد دیگر

Ulrike Zimmer is a Senior Lecturer at the Department of Psychology, Faculty of Natural Sciences, University of Graz. She specializes in cognitive neuroscience, focusing on multisensory processing, attentional mechanisms, and their interaction with emotional stimuli. Education: PhD in Cognitive Neurology, Universitätsklinik Tübingen (1999–2004) Postdoctoral: Neuroimaging Laboratory, IRCCS Santa Lucia (2004–2006); Center for Cognitive Neuroscience, Duke University (2007–2011) Her research employs advanced neuroimaging techniques, including fMRI, ERP/EEG, and eyetracking, to explore how attention and emotion influence perception. Her recent publications highlight trends in multisensory integration, attentional modulation, and auditory processing. Journal Roles: Reviewer for Attention, Perception & Psychophysics (since 2014), NeuroImage (since 2010), and others.

Sibylle Moserمشاهده پروفایل

استاد

• Media Studies
• Embodied Cognition
• Cultural Experience Design
• +۴ مورد دیگر

Sibylle Moser is a Professor at the University of Applied Sciences St. Pölten, where she serves as Head of the Center for Cultural and Creative Industries and Senior Researcher in the Media Creation Research Group at the Institute of Creative\Media/Technologies. Her academic trajectory includes prior positions as Professor of Media Studies & Cultural Management at UAS Kufstein (2017-2023), CEO of Community Radio Orange 94.0 (2011-2017), and visiting professorships at the University of Vienna. Her research employs systemic models and embodied cognition frameworks to investigate: User/visitor experience in museums and gardens Mixed-method designs for empirical art/culture studies Cognitive semiotics of intermodal analogy in multimedia Cross-disciplinary connections between media theory and practice Her publications exhibit strong thematic continuity in analyzing how embodied cognition shapes meaning-making across artistic media, with recent focus on sensory dimensions of cultural experiences. She leads the Center for Cultural and Creative Industries and collaborates within the Media Creation Research Group, developing transdisciplinary approaches to digital culture and creative technologies.

Stefan Bachmannمشاهده پروفایل

مدرس ارشد

• Experimental Drawing
• Visual Arts
• Architecture
• +۵ مورد دیگر

Stefan Bachmann is a visual artist and Senior Lecturer at the Mozarteum University Salzburg, where he has taught in the Department of Scenography since 2000. His academic appointment focuses on drawing techniques including nude drawing, freehand drawing, architectural drawing, and digital image processing. As a Dipl.-Ing. (Diplom-Ingenieur), he brings architectural training to his artistic practice and teaching methodology. Bachmann's research interests center on experimental drawing as an expanded practice that bridges figuration, improvisation, and abstraction. He views drawing as a mental space connecting observation, memory, association, and spatial perception. His work explores the dialogue between the expected and the unforeseen, treating paper as a stage for unlimited creative possibilities. He emphasizes the importance of looking closely beyond preconceptions, as reflected in his teaching philosophy: 'Schau genau hin! Du meinst zu wissen, wie es aussieht, und zeichnest, was du meinst zu kennen. Aber schau noch mal genau hin, es sieht anders aus, als du denkst.' Bachmann's artistic publications reveal consistent exploration of experimental drawing techniques across multiple contexts. His 2022 publication AKT/NUDE represents a significant contribution to contemporary drawing practice, featuring 653 illustrations across 432 pages. His work shows evolution from architectural representation toward more abstract and experimental forms, while maintaining strong connections to spatial perception and bodily experience. Recent projects like 'Game of the Living' (2023) and 'Windstriche' (2024) demonstrate continued innovation in drawing methodology. Förderpreis des deutschen Stahlbaues (German Steel Construction Award) Georg Moller Prize Awards from Kulturkreis der deutschen Wirtschaft BDI Awards from BDA (Bund Deutscher Architekten) Awards from University of Stuttgart Bachmann's teaching extends beyond the university through numerous workshops at private art academies across Germany and Austria. His drawing excursions to locations including Éveux (La Tourette Monastery), Ronchamp, Bologna, Trieste, Karlovy Vary, Bratislava, and Ljubljana demonstrate his commitment to experiential learning. The testimonials from students and workshop participants consistently highlight his ability to create supportive environments that foster creative freedom, with comments noting how he 'finds the sensitive balance between knowledge transfer and freedom' while providing 'gentle persistence' to help students break through creative barriers. His labs and creative spaces function as experimental zones where students explore the boundaries of traditional drawing through mixed media approaches and conceptual frameworks.