Daniel
@koch-lab.bsky.social
π€ 43
π₯ 88
π 9
Cardiac & Cellular Dynamics Group
pinned post!
Bohoo... π» ! Looking forward to present our latest work on generalized SN
#ghosts
+ algorithms to identify π»s at the transient
#dynamics
workshop
@pik-potsdam.bsky.social
on March 2nd :-) β‘οΈ including examples from
#neuroscience
,
#climate
and gene regulatory networks
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https://tocsy.pik-potsdam.de/~transient/program.pdf
2 days ago
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Bohoo... π» ! Looking forward to present our latest work on generalized SN
#ghosts
+ algorithms to identify π»s at the transient
#dynamics
workshop
@pik-potsdam.bsky.social
on March 2nd :-) β‘οΈ including examples from
#neuroscience
,
#climate
and gene regulatory networks
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https://tocsy.pik-potsdam.de/~transient/program.pdf
2 days ago
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π New Research Topic Open! Explore how oscillations in physiological networks (e.g., immune, cardiovascular, neuronal, gut) shape their function. Submit your abstracts by April 11, 2026 to Frontiers in Network Physiology β‘οΈhttps://tinyurl.com/52rb48hr
#Physiology
#Networks
#Oscillations
#Dynamics
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Frontiers | The rhythms in physiological networks: mechanisms and applications
Network Physiology is an multidisciplinary field dedicated to uncovering the complexity of physiological interactions across diverse physiological systems an...
https://tinyurl.com/52rb48hr
26 days ago
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Beautiful work by
@pauformosa.bsky.social
's group, demonstrating the existence of ghost attractors π»not only in simulations but also experimentally! π«Άπͺ
add a skeleton here at some point
2 months ago
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reposted by
Daniel
Paul Francois
2 months ago
Very happy to share our 'Evoscape' paper, now published in PNAS !
www.pnas.org/doi/10.1073/...
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Generative epigenetic landscapes map the topology and topography of cell fates | PNAS
Epigenetic landscapes were proposed by Waddington as the central concept to describe cell fate dynamics in a locally low-dimensional space. In mode...
https://www.pnas.org/doi/10.1073/pnas.2514508122
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reposted by
Daniel
Scientific American
2 months ago
More than 1,900 people, mostly children, have been sickened by measles in the U.S. in 2025. The outbreaks are moving the country toward losing its measles-free status by early next year
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Measles Outbreaks Accelerate as U.S. Inches Closer to a Disease Tipping Point
More than 1,900 people, mostly children, have been sickened by measles in the U.S. in 2025. The outbreaks are moving the country toward losing its measles-free status by early next year
https://www.scientificamerican.com/article/measles-outbreaks-accelerate-as-u-s-inches-closer-to-a-disease-tipping-point/
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Seeing your lab name at the door as a new PI for the first time - priceless! π€© Excited to join
@umanitoba.bsky.social
and
@stbonifaceresearch.bsky.social
as Assistant Professor! π
3 months ago
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reposted by
Daniel
DurstewitzLab
8 months ago
We wrote a little
#NeuroAI
piece about in-context learning & neural dynamics vs. continual learning & plasticity, both mechanisms to flexibly adapt to changing environments:
arxiv.org/abs/2507.02103
We relate this to non-stationary rule learning tasks with rapid performance jumps. Feedback welcome!
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What Neuroscience Can Teach AI About Learning in Continuously Changing Environments
Modern AI models, such as large language models, are usually trained once on a huge corpus of data, potentially fine-tuned for a specific task, and then deployed with fixed parameters. Their training ...
https://arxiv.org/abs/2507.02103
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Our new paper in
#PRE
@physreve.bsky.social
β¬ on how
#criticality
governs the response of systems with π»
#dynamics
("ghost cycles") to external inputs compared to
#slow-fast
systems:
journals.aps.org/pre/abstract...
Had a great time working with βͺ@koseskalab.bsky.socialβ¬ and Ulrike Feudel, TY! π
8 months ago
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reposted by
Daniel
8 months ago
We are at
#DDays2025
! Join us at our 3!! talks on multistability and metastability, today, on Thursday and Friday!
@mpinb.mpg.de
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Daniel
9 months ago
ππ»ππ»ππ» Pre-print alert ππ»ππ»ππ» We developed the concept of signaling homeorhesis to describe regulation of cell phenotype under dynamic signals, demonstrating that cells actively interpret signals from their environment to determine cell fate!
@mpinb.mpg.de
www.biorxiv.org/content/10.1...
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Homeorhetic regulation of cellular phenotype
How cells translate growth factor (GF) signals into context-specific phenotypes remains a fundamental question in cell biology. The classical view holds that cells translate a constant concentration o...
https://www.biorxiv.org/content/10.1101/2025.06.06.658216v1
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