Internal world models enable humans and animals to structure experience and predict future outcomes. Researchers from BrainLinks-BrainTools outline how these mechanisms shape intelligent behavior and influence AI development. Their article highlights the importance of interdisciplinary research for understanding knowledge and intelligence.
Our Research
Our laboratory investigates the interface between cognitive flexibility and motor control in rodents, with a particular focus on how distributed brain circuits construct internal models of their environment and use these models to solve complex tasks. We are further interested in how such model-based capabilities generalize across behavioral contexts, including transfer to novel tasks and home-cage behavior. To address these questions, we employ a suite of sophisticated behavioral paradigms encompassing rule and context learning, decision-making, sequence detection, reversal learning, sensory detection, movement preparation, and multi-target reaching.
These behavioral assays are paired with high-resolution neural measurements, including electrophysiology and both one-photon and two-photon imaging. To establish causal links between specific neural populations, behavioral performance, and network dynamics, we deploy optogenetic and chemogenetic techniques, including pathway- and cell type–specific stimulation, holographic stimulation, and DREADD-based manipulations. Our in vivo work is complemented by ex vivo approaches that enable detailed analyses of cellular mechanisms and circuit interactions. As part of the interdisciplinary BrainLinks-BrainTools // IMBIT center, we also contribute to the development of next-generation neurotechnologies and advanced analytical methodologies, including AI-driven tools, in close collaboration with our colleagues across the center.
Current News

Raise a glass and sing with us: the best lab ever!
What a year it has been! Between international conferences, intense experiments, new faces, and heartfelt goodbyes, we’ve shared science, discussions, laughter, and perseverance. Outreach events, 1-on-1s, hackathons, and grant phases shaped our days just as much as exciting datasets, new setups, and successful applications. Despite all the change, our team has continued to grow—both scientifically and personally. We’re proud of every single contribution and grateful for this unique team spirit.
Merry Christmas and here’s to a new year full of curiosity, ideas, and great science—the best lab ever! 🎄🧠

December 1st, 2025: Rising topics in Neuroscience, Neurotechnology, Robotics, and AI
This year’s Rising Topics Symposium at IMBIT brought together over 100 researchers to discuss innovative and interdisciplinary approaches in brain research and neurotechnology. Early-career scientists played a central role, presenting a wide range of creative and technically impressive projects across two poster sessions.



