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Shotaro Takasu

@shtakasu.bsky.social
36 followers 56 following 3 posts

Theoretical neuroscientist, Postdoc in Ann Kennedy’s lab, Scripps Research / MD, Psychiatrist / Neural dynamics and computation / Statistical physics 🇯🇵→🇺🇸

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Reposted by Shotaro Takasu
Richard Gast @rgast.bsky.social · 23/09/2026
What does adaptation do to globally coupled networks? In our newest preprint, we developed a mean-field theory that predicts when adaptation turns homogeneous connectivity into heterogeneous network structure, and when it doesn't: arxiv.org/abs/2609.22597
arxiv.org
Deviations from global coupling in adaptive oscillator networks: a mean-field theory for the variance of coupling weights
A wide range of physical and biological systems are adaptive networks, in which the dynamics of the nodes and of the edges connecting them co-evolve. Mean-field reductions of such systems typically tr...
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Shotaro Takasu @shtakasu.bsky.social · 11/09/2026
Thanks for introducing my preprint!
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Shotaro Takasu @shtakasu.bsky.social · 26/10/2025
Thank you so much for sharing my latest work, which was just published on my birthday!
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Shotaro Takasu @shtakasu.bsky.social · 02/05/2025
Thank you for sharing my preprint! This work theoretically explores how neural correlations influence memory and nonlinear computations in RNNs, building on the excellent theoretical framework - the dynamical cavity method - introduced by David Clark!!
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