Sign in

Shuqi Wang

@shuqiw.bsky.social
44 followers 22 following 15 posts

PhD student in the lab of Wulfram Gerstner. I develop data-driven approaches to study circuit organization, neural representation, and their relationship.

PostsRepliesMedia
Reposted by Shuqi Wang
Columbia University's Zuckerman Institute @zuckermanbrain.bsky.social · 15/07/2026
Scientists have long debated whether neurons are jacks of all trades or tend to specialize in one thing. Now @stefanofusi.bsky.social, @lorenzoposani.com & Liam Paninski present new evidence in @nature.com shedding light on how the brain performs complex tasks. tinyurl.com/yj3ew8en
04213
Reposted by Shuqi Wang
Lorenzo Posani @lorenzoposani.com · 15/07/2026
Out today on @nature.com! Connecting neural specialization, population geometry, and their functional implications across the cortical hierarchy. So grateful for this beautiful and fun collaboration with @shuqiw.bsky.social, S Muscinelli, L Paninski, and @stefanofusi.bsky.social!
nature.com
Rarely categorical, highly separable representations along the cortical hierarchy - Nature
Cortical circuits prioritize diversity over categorical structure, supporting a computational regime geared towards high-dimensional, highly separable neural representations.
213545
Shuqi Wang @shuqiw.bsky.social · 15/07/2026
Our paper "Rarely categorical, highly separable representations along the cortical hierarchy" is now out in Nature! www.nature.com/articles/s41... In this paper, we studied whether the brain is well-organized and interpretable, both globally and locally. (See thread below.)
nature.com
1228
Reposted by Shuqi Wang
GerstnerLab @gerstnerlab.bsky.social · 22/06/2026
📂 We're sharing code of a classic from the lab! A biologically inspired RL model from Frémaux, Sprekeler @sprekeler.bsky.social & Gerstner (2013, PLOS CB): a continuous-time actor–critic using spiking neurons that learn to navigate a water maze
1124
Reposted by Shuqi Wang
Earl K. Miller @earlkmiller.bsky.social · 07/01/2025
Specialized neurons are the exception, not the rule, in cortex. The brain is complex, go figure! www.thetransmitter.org/neural-codin... #neuroscience
thetransmitter.org
Most neurons in mouse cortex defy functional categories
The majority of cells in the cerebral cortex are unspecialized, according to an unpublished analysis—and scientists need to take care in naming neurons, the researchers warn.
36412
Reposted by Shuqi Wang
stefanofusi.bsky.social @stefanofusi.bsky.social · 13/02/2025
We always see that 1) neural responses are very diverse 2) the shattering dimensionality is as high as it can be. Now also in an extensive analysis of the IBL dataset. Wonderful collaboration with @lorenzoposani.com, Shuqi Wang, Samuel Muscinelli, Liam Paninski. Many new analyses in this new version
0218
Reposted by Shuqi Wang
Valentin Schmutz @bio-emergent.bsky.social · 16/01/2026
Talk on "High-dimensional neuronal activity from low-dimensional latent dynamics" at NeurIPS 2025 with @haydari.bsky.social now accessible online 🎥: neurips.cc/virtual/2025... Please reach out if you have any comments or ideas for follow-up work!
0243
Reposted by Shuqi Wang
Valentin Schmutz @bio-emergent.bsky.social · 09/06/2025
Our new preprint 👀
0316