@kyrakadhim.bsky.social
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PhD student in computational neuroscience at Uni Tübingen with
@celltypist.bsky.social
reposted by
Lisa Schmors
4 months ago
Excited to share that our paper got accepted @NeurIPS! 🎉 We introduce TRACE, a new contrastive learning method for visualizing multi-trial neural time-series data. 📊 2D visualizations revealing biological patterns 🔍 Automatic artifact detection 🔬 Works for calcium imaging & electrophysiology data
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Excited to present at
#NeurIPS
this week on my work building biophysical models of the outer retina! If you’re around come check it out or just say hi, poster #2015, Friday 11-2🎉 You can find the full paper here:
openreview.net/forum?id=ayj...
In brief🧵:
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A data and task-constrained mechanistic model of the mouse outer...
Visual processing starts in the outer retina where photoreceptors transform light into electrochemical signals. These signals are modulated by inhibition from horizontal cells and sent to the inner...
https://openreview.net/forum?id=ayjmOqf79t
4 months ago
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reposted by
Machine Learning in Science
5 months ago
Our work on training biophysical models with Jaxley is now out in
@natmethods.nature.com
. Led by
@deismic.bsky.social
, with
@philipp.hertie.ai
,
@ppjgoncalves.bsky.social
&
@jakhmack.bsky.social
et al. Paper:
www.nature.com/articles/s41...
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Jaxley: differentiable simulation enables large-scale training of detailed biophysical models of neural dynamics - Nature Methods
Jaxley is a versatile platform for biophysical modeling in neuroscience. It allows efficiently simulating large-scale biophysical models on CPUs, GPUs and TPUs. Model parameters can be optimized with ...
https://www.nature.com/articles/s41592-025-02895-w
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At the European Retina Meeting and interested in biophysical modeling of the retina? Come stop by my poster (#081) tomorrow!
7 months ago
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Agreed!
add a skeleton here at some point
9 months ago
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So excited for this tutorial! There's still time to submit abstracts for
#CNS2025
in Florence😍
add a skeleton here at some point
about 1 year ago
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