David Bierbach
Photo: SCIoI
David Bierbach is a biologist working on topics that range from individual differences to large-scale collective behaviors. He integrates field-based studies with analytical and experimental approaches in the laboratory. Through his highly interdisciplinary work, he has developed several experimental techniques to study animal behavior in the most standardized ways, from video playbacks and computer animations to the use of bio-mimetic robots. His main research objectives are tropical freshwater fish like clonal mollies (Poecilia formosa), guppies (P. reticulata) or sulfur mollies (P. sulphuraria). At SCIoI, he is investigating how fish use anticipation in their social interactions. The overall aim is to implement this knowledge to build better bio-mimetic robots and social interaction algorithms. He mainly works in Project 41. Further more he supports Project 10 and co-supervises two projects dealing with information processing and information spread in larger collectives (SCIoI Project 11 and SCIoI Project 12). He is also a team member of Project 21, and Project 58.
Projects
David Bierbach is member of:
• Project 41: Self-organised criticality in animal collectives
• Project 10: Anticipation, prediction, and behavioral reliability in social interactions
• Project 11: Dynamical Collective Adaptation and Learning
• Project 21: Developing exploration behavior
• Project 58: From exploring basic maze elements to algorithmic rules for the escape room
• Project 10: Anticipation, prediction, and behavioral reliability in social interactions
• Project 11: Dynamical Collective Adaptation and Learning
• Project 21: Developing exploration behavior
• Project 58: From exploring basic maze elements to algorithmic rules for the escape room
Publications +
2756394
Bierbach
1
apa
50
date
desc
year
19805
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Bierbach, D., Schutz, C., Scherer, U., & Pacher, K. (2025). Standards for scientific fish keeping: Poeciliid fishes with special focus on the guppy (Poecilia reticulata) and mollies (P. mexicana, P. latipinna, P. formosa, Cyprinodontiformes, Poeciliidae). Bulletin of Fish Biology, 20. https://doi.org/10.53188/BFB0010
Musiolek, L., Bierbach, D., Weimar, N., Hamon, M., Krause, J., & Hafner, V. V. (2024). Evolving Artificial Neural Networks for Simulating Fish Social Interactions. EvoStar2024. https://doi.org/10.1007/978-3-031-56852-7_10
Pacher, K., Hernández-Román, N., Juarez-Lopez, A., Jiménez-Jiménez, J. E., Lukas, J., Sevinchan, Y., Krause, J., Arias-Rodríguez, L., & Bierbach, D. (2024). Thermal tolerance in an extremophile fish from Mexico is not affected by environmental hypoxia. Biology Open. https://doi.org/10.1242/bio.060223
Ehlman, S., Scherer, U., Bierbach, D., Stärk, L., Beese, M., & Wolf, M. (2024). Developmental arcs of plasticity in whole movement repertoires of a clonal fish. bioRxiv. https://doi.org/10.1101/2023.12.07.570540
Sevinchan, Y., Vollmoeller, C., Pacher, K., Bierbach, D., Krause, J., & Romanczuk, P. (2024). Modelling and Analysing Collective Waving Behaviour in Large Fish Shoals. DPG Spring Meeting 2024, SKM (talk).
Sevinchan, Y., Vollmoeller, C., Pacher, K., Bierbach, D., Krause, J., & Romanczuk, P. (2024). Spatio-temporal Dynamics of Social Contagion in Bio-inspired Interaction Networks. SAB 2024 (Peer-Reviewed Conference).
Scherer, U., Ehlman, S. M., Bierbach, D., Krause, J., & Wolf, M. (2023). Reproductive individuality of clonal fish raised in near-identical environments and its link to early-life behavioral individuality. Nature Communications. https://doi.org/10.1038/s41467-023-43069-6
Ehlman, S., Scherer, U., Bierbach, D., Francisco, F., Laskowski, K., Krause, J., & Wolf, M. (2023). Leverging big data to uncover the eco-evolutionary factors shaping behavioural development. Proceedings of the Royal Society B. https://doi.org/10.1098/rspb.2022.2115
Lukas, J., Krause, J., Träger, A. S., Piotrowski, J. M., Romanczuk, P., Sprekeler, H., Arias-Rodriguez, L., Krause, S., Schutz, C., & Bierbach, D. (2023). Multispecies collective waving behaviour in fish. Philosophical Transactions of the Royal Society B. https://doi.org/10.1098/rstb.2022.0069
Gómez-Nava, L., Lange, R. T., Klamser, P. P., Lukas, J., Arias-Rodriguez, L., Bierbach, D., Krause, J., Sprekeler, H., & Romanczuk, P. (2023). Fish shoals resemble a stochastic excitable system driven by environmental perturbations. Nature Physics. https://doi.org/10.1038/s41567-022-01916-1
Scherer, U., Laskowki, K., Kressler, M., Ehlman, S. M., Wolf, M., & Bierbach, D. (2023). Perceived predation risk affects the development of among-individual behavioral variation in a naturally clonal freshwater fish. BioRxiv. https://doi.org/10.1101/2023.11.25.568653
Sevinchan, Y., Bierbach, D., Gómez-Nava, L., Krause, J., & Romanczuk, P. (2023). Self-organized Criticality in Animal Collectives. DPG Spring Meeting 2023, SKM (poster).
Makowicz, A. M., Bierbach, D., Richardson, C., & Hughes, K. A. (2022). Cascading indirect genetic effects in a clonal vertebrate. Proceedings of the Royal Society B: Biological Sciences, 289(1978). https://doi.org/10.1098/rspb.2022.0731
Bierbach, D., Gómez-Nava, L., Francisco, F. A., Lukas, J., Musiolek, L., Hafner, V. V., Landgraf, T., Romanczuk, P., & Krause, J. (2022). Live fish learn to anticipate the movement of a fish-like robot. Bioinspiration & Biomimetics. https://doi.org/10.1088/1748-3190/ac8e3e
Laskowski, K., Bierbach, D., Jolles, J., Doran, C., & Wolf, M. (2022). The emergence and development of behavioral individuality in clonal fish. Nature Communications. https://doi.org/10.1038/s41467-022-34113-y
Doran, C., Bierbach, D., Lukas, J., Klamser, P., Landgraf, T., Klenz, H., Habedank, M., Arias-Rodriguez, L., Krause, S., Romanczuk, P., & Krause, J. (2022). Fish waves as emergent collective antipredator behavior. Current Biology. https://doi.org/10.1016/j.cub.2021.11.068
Bierbach, D., Francisco, F., Lukas, J., Landgraf, T., Maxeiner, M., Romanczuk, P., Musiolek, L., Hafner, V. V., & Krause, J. (2021). Biomimetic robots promote the 3Rs Principle in animal testing. ALIFE 2021: The 2021 Conference on Artificial Life. https://doi.org/10.1162/isal_a_00375
Demandt, N., Bierbach, D., Kurvers, R. H. J. M., Krause, J., Kurtz, J., & Scharsack, J. P. (2021). Parasite infection impairs the shoaling behaviour of uninfected shoal members under predator attack. Behavioral Ecology and Sociobiology. https://doi.org/10.1007/s00265-021-03080-7
Laskowski, K. L., Seebacher, F., Habedank, M., Meka, J., & Bierbach, D. (2021). Two Locomotor Traits Show Different Patterns of Developmental Plasticity Between Closely Related Clonal and Sexual Fish. Frontiers in Physiology, 12, 740604. https://doi.org/10.3389/fphys.2021.740604
Bierbach, D., Wenchel, R., Gehrig, S., Wersing, S., O’Connor, O. L., & Krause, J. (2021). Male Sexual Preference for Female Swimming Activity in the Guppy (Poecilia reticulata). Biology, 10(2). https://doi.org/10.3390/biology10020147
Lu, Y., Bierbach, D., Ormanns, J., Warren, W. C., Walter, R. B., & Schartl, M. (2021). Fixation of allelic gene expression landscapes and expression bias pattern shape the transcriptome of the clonal Amazon molly. Genome Research. https://doi.org/10.1101/gr.268870.120
Lukas, J., Auer, F., Goldhammer, T., Krause, J., Romanczuk, P., Klamser, P., Arias-Rodriguez, L., & Bierbach, D. (2021). Diurnal Changes in Hypoxia Shape Predator-Prey Interaction in a Bird-Fish System. Frontiers in Ecology and Evolution, 9. https://doi.org/10.3389/fevo.2021.619193
Lukas, J., Romanczuk, P., Klenz, H., Klamser, P., Arias Rodriguez, L., Krause, J., & Bierbach, D. (2021). Acoustic and visual stimuli combined promote stronger responses to aerial predation in fish. Behavioral Ecology, arab043. https://doi.org/10.1093/beheco/arab043
Klamser, P. P., Gómez-Nava, L., Landgraf, T., Jolles, J. W., Bierbach, D., & Romanczuk, P. (2021). Impact of Variable Speed on Collective Movement of Animal Groups. Frontiers in Physics, 9. https://doi.org/10.3389/fphy.2021.715996
Lukas, J., Kalinkat, G., Miesen, F. W., Landgraf, T., Krause, J., & Bierbach, D. (2021). Consistent Behavioral Syndrome Across Seasons in an Invasive Freshwater Fish. Frontiers in Ecology and Evolution, 8. https://doi.org/10.3389/fevo.2020.583670
Landgraf, T., Moenck, H. J., Gebhardt, G. H. W., Weimar, N., Hocke, M., Maxeiner, M., Musiolek, L., Krause, J., & Bierbach, D. (2020). Socially competent robots: adaptation improves leadership performance in groups of live fish. arXiv:2009.06633 [cs]. https://doi.org/10.48550/arXiv.2009.06633
Musiolek, L., Hafner, V. V., Krause, J., Landgraf, T., & Bierbach, D. (2020). Robofish as Social Partner for Live Guppies. Biomimetic and Biohybrid Systems, 270–274. https://doi.org/10.1007/978-3-030-64313-3_26
Bierbach, D., Krause, S., Romanczuk, P., Lukas, J., Arias-Rodriguez, L., & Krause, J. (2020). An interaction mechanism for the maintenance of fission–fusion dynamics under different individual densities. PeerJ, 8, e8974. https://doi.org/10.7717/peerj.8974
Bierbach, D., Mönck, H. J., Lukas, J., Habedank, M., Romanczuk, P., Landgraf, T., & Krause, J. (2020). Guppies Prefer to Follow Large (Robot) Leaders Irrespective of Own Size. Frontiers in Bioengineering and Biotechnology, 8. https://doi.org/10.3389/fbioe.2020.00441
Jolles, J. W., Weimar, N., Landgraf, T., Romanczuk, P., Krause, J., & Bierbach, D. (2020). Group-level patterns emerge from individual speed as revealed by an extremely social robotic fish. Biology Letters, 16(9), 20200436. https://doi.org/10.1098/rsbl.2020.0436
Landgraf, T., Gebhardt, G. H. W., Bierbach, D., Romanczuk, P., Musiolek, L., Hafner, V. V., & Krause, J. (2020). Animal-in-the-Loop: Using Interactive Robotic Conspecifics to Study Social Behavior in Animal Groups. Annual Review of Control, Robotics, and Autonomous Systems. https://doi.org/10.1146/annurev-control-061920-103228
Thursday Morning Talk -
Palina Bartashevich and David Bierbach (Science of Intelligence), “Collective Air Breathing In the Largest Freshwater Fish on Earth”
Thursday Morning Talk -
David Bierbach & Yunus Sevinchan (Science of Intelligence), “Self-Organised Criticality in Animal Collectives”
Thursday Morning Talk -
David Bierbach (Science of Intelligence), “Anticipation in social interactions among live and artificial agents”
Thursday Morning Talk -
David Bierbach (Science of Intelligence), “Anticipation in Fish-Robot Interactions”
External Event -
20th Conference of the Gesellschaft Für Ichthyologie (GfI)
For the Public -
Science of Intelligence Fair 2023
For the Public -
Joint “Meet the Scientist” Talk With All of Berlin’s Seven Clusters at Humboldt Labor Exhibition, “Die Soziale Intelligenz Von Tieren”
Scripps News - 21 May 2023 - In Real Life: Voices of Nature
BR 24 - 10 Oct 2022 - Warum Fischschwärme so schnell sind
Deutschlandfunk Nova - 17 November 2021 - Auch Fische haben Persönlichkeit
Deutschlandfunk Kultur - 18 November 2021 - Die Weisheit der Vielen
Terra X plus (ZDF) - 9 May 2021 - Schwarmintelligenz. Einer für alle. Alle für einen
Fisheries India – August 2025 - Bigger Fish Shoals Make Smarter, Faster Escape Decisions from Predators, Study Finds
This Week in Science – August 2025 - How Big Fish Groups Outsmart Predators—Fast
MDR Wissen – August 2025 - Schwarmintelligenz – gemeinsam sind Schwefelfische klüger als allein
iy Magazine – August 2025 - Los grandes cardúmenes de peces toman decisiones más acertadas y rápidas
I News – August 2025 - New progress in collective intelligence: Scientists find that larger schools of fish make better decisions in life-or-death situations
Información – August 2025 - Inteligencia colectiva: los bancos de peces más grandes toman decisiones más rápidas y precisas para escapar de los depredadores
Daum – August 2025 - [동물do감] 더 많이 뭉칠수록 천적에 강해지는 물고기 떼
Donga Science – August 2025 - [동물do감] 더 많이 뭉칠수록 천적에 강해지는 물고기 떼
Info Bae – August 2025 - La sorprendente inteligencia colectiva de los peces: así esquivan ataques en grupo sin fallar
Haaretz – August 2025 - מיקומך באתר מדעביולוגיה לא טוב היות הדג לבדו: ככל שלהקת דגים גדולה יותר, כך משתפרת התמודדותה עם טורפים
Wildes Bayern – August 2025 - Gemeinsam klüger: Große Fischschwärme treffen bessere Entscheidungen
Klaus Sedlacek – August 2025 - Kollektive Intelligenz im Wasser: Wie große Fischschwärme effektivere Entscheidungen treffen
Biermann Medizin – August 2025 - Kollektive Kognition: Große Fischschwärme treffen bessere Entscheidungen
Das Gas- und Wasserfach (GWF) / Wasser + Abwasser – August 2025 - Gemeinsam klüger: Große Fischschwärme treffen bessere Entscheidungen
Science Mail – August 2025 - Вместе лучше: у рыб в Мексике обнаружили коллективный интеллект
Mirage News – August 2025 - Better Together: Bigger Fish Shoals Make Smarter Moves
Fisch und Fang – August 2025 - Fischschwärme: Gemeinsam klüger
Vista al Mar – August 2025 - Mejor juntos y muchos
MSN – August 2025 - Fish shoals make faster, more accurate predator-escape decisions
Verband Biologie, Biowissenschaften & Biomedizin Deutschland (VBio) – August 2025 - Gemeinsam klüger: Große Fischschwärme treffen bessere Entscheidungen
SSBCracK Defence, Science & Technology News – August 2025 - Study finds bigger fish shoals make faster, more accurate predator-escape decision
Innovations Report – August 2025 - Gemeinsam Klüger: Neue Erkenntnisse Zu Fischschwarm-Entscheidungen
Mundiario – 2025 - Inteligencia colectiva: cómo los grandes bancos de peces toman mejores decisiones y más rápido
Leibniz Forschungsverbund Berlin e.V. (FVB) – July 2025 - Weniger Fakenews: Größere Fischschwärme treffen bessere und schnellere Entscheidungen
myScience – July 2025 - Gemeinsam klüger: Große Fischschwärme treffen bessere Entscheidungen
Vet Magazin – July 2025 - Gemeinsam klüger: Große Fischschwärme treffen bessere Entscheidungen
Juraforum – July 2025 - Gemeinsam klüger: Große Fischschwärme treffen bessere Entscheidungen
Aktuell24 – July 2025 - Gemeinsam klüger: Große Fischschwärme treffen bessere Entscheidungen
Phys.org – July 2025 - Better together: Study finds bigger fish shoals make faster, more accurate predator-escape decisions
Bernstein Network – July 2025 - Smarter together: Large shoals of fish make better decisions
Rutab – July 2025 - Исследование: крупные стаи рыб принимают более быстрые и точные решения при угрозе хищников Rutab.net
Evangelische Zeitung – July 2025 - Studie: Große Fischschwärme treffen klügere Entscheidungen
Science Online – July 2025 - Gemeinsam klüger: Große Fischschwärme treffen bessere Entscheidungen
Humboldt-Universität Berlin – July 2025 - Gemeinsam klüger: Große Fischschwärme treffen bessere Entscheidungen
Der Tagesspiegel – May 2023 - Denken zwischen Stillstand und Chaos
Natur – October 2022 - Können Fische antizipieren?
Phys.org – October 2022 - Here's why the swarm is so fast: Its individuals anticipate what the others will do
SWR – February 2022 - Wenn Fische sprechen könnten
CBC – January 2022 - Tiny fish do 'the wave' to scare off predatory birds
Science et avenir – January 2022 - Des poissons forment d'étonnantes vagues pour repousser les prédateurs
The New York Times – January 2022 - Why These Mexican Fish Do the Wave
Syfy – January 2022 - By their powers combined, fish act as waterbenders to defend from predators
Der Standard – January 2022 - Warum mexikanische Fische die La-Ola-Welle machen
Berliner Morgenpost – December 2021 - Fische in Mexiko vertreiben Vögel mit La-Ola Welle
Scientias – December 2021 - Fish sometimes also seem to do the 'wave'
Earth – December 2021 - Massive groups of fish create waves to deter predators
Swissinfo – December 2021 - Fischschwärme machen die La-Ola-Welle als Drohgebärde
Science – December 2021 - Watch fish make a shimmering wave to avoid predators
Scientific American – December 2021 - Fish Do the Wave to Ward Off Predatory Birds
WhatsNew2day – January 2021 - Wildlife: Fish in Mexico team up to produce waves to protect them from birds of prey
The Scientist – December 2021 - Making Waves and Avoiding Beaks
WDR 5 KiRaKa – December 2021 - Fische wehren mit La-Ola-Wellen Feinde ab
Wissenschaft – December 2021 - Geheimnis fischiger La-Ola-Wellen gelüftet
Haaretz – December 2021 - Researchers have been following minnows for five years and have discovered why they create waves in water
Ethologisch – December 2021 - La Ola unter Wasser: Außergewöhnliches Schwarmverhalten schützt Schwefelmollys vor Vogelattacken
Scienmag – December 2021 - These fish work together by the hundreds of thousands to make waves
ZME Science – December 2021 - Some fish start Mexican waves to keep themselves safe from predators
Courthouse News Service – December 2021 - Researchers explore why hundreds of thousands of fish work together to make waves
Spektrum – August 2021 - Auch Fishe haben Persönlichkeit
Berliner Zeitung – August 2021 - Synchronschwimmen
Berliner Zeitung – August 2021 - Robofisch: Mit künstlichen Tieren dem Schwarmverhalten auf der Spur
Profil – September 2020 - Schwarmverhaltensforschung
Science Daily – September 2020 - Extremely social robotic fish helps unravel collective patterns of animal groups
Geo – January 2020 - Skurriles Schauspiel: Fische vertreiben Vögel mit La-Ola-Welle
