David Klindt
Assistant Professor
Ph.D., University of T眉bingen, Germany, 2021
[email protected] | 516-367-5510
Our research explores how biological systems, such as the brain, learn from sensory data and generalize knowledge to new situations, inspiring the development of more robust artificial intelligence models. By investigating neural representations and leveraging expertise in computational neuroscience and AI, we aim to uncover groundbreaking insights at the intersection of biology and technology.
The research of our group delves into the intersection of biological systems and artificial intelligence (AI), aiming to understand how organisms, particularly the brain, process sensory information and generalize knowledge across different contexts. By investigating how brains learn structured representations from limited and dynamic inputs, the research sheds light on fundamental questions regarding biological learning mechanisms and their potential application to AI models. Leveraging insights from computational neuroscience and AI, we explore the development of more robust AI algorithms that can mimic the efficient learning and inference mechanisms observed in biological systems. This interdisciplinary approach not only advances our understanding of biological perception but also holds promise for the next generation of AI technology, with implications for various fields beyond neuroscience and AI.
All Publications
1 Jul 2025
Internò, Christian; Geirhos, Robert; Olhofer, Markus; Liu, Sunny; Hammer, Barbara; Klindt, David;
17 Apr 2025
Reizinger, Patrik; Balestriero, Randall; Klindt, David; Brendel, Wieland;
3 Mar 2025
Klindt, David; O'Neill, Charles; Reizinger, Patrik; Maurer, Harald; Miolane, Nina;
29 Oct 2024
Reizinger, Patrik; Bizeul, Alice; Juhos, Attila; Vogt, Julia; Balestriero, Randall; Brendel, Wieland; Klindt, David;
4 Oct 2024 | eLife | 13:e86860
Höfling, Larissa; Szatko, Klaudia; Behrens, Christian; Deng, Yuyao; Qiu, Yongrong; Klindt, David; Jessen, Zachary; Schwartz, Gregory; Bethge, Matthias; Berens, Philipp; Franke, Katrin; Ecker, Alexander; Euler, Thomas;
8 Jul 2024 | Frontiers in Molecular Biosciences | 11:1393564
Klindt, David; Hyvärinen, Aapo; Levy, Axel; Miolane, Nina; Poitevin, Frédéric;
26 Jun 2024 | Nature Communications | 15(1):5429
Hermansen, Erik; Klindt, David; Dunn, Benjamin;
19 Mar 2024 | bioRxiv
Klindt, David; Hyvärinen, Aapo; Levy, Axel; Miolane, Nina; Poitevin, Frédéric;
18 Oct 2023
Klindt, David; Sanborn, Sophia; Acosta, Francisco; Poitevin, Frédéric; Miolane, Nina;
24 Apr 2023 | PLoS Computational Biology | 19(4):e1011037
Qiu, Yongrong; Klindt, David; Szatko, Klaudia; Gonschorek, Dominic; Hoefling, Larissa; Schubert, Timm; Busse, Laura; Bethge, Matthias; Euler, Thomas; Fleming, Roland;