shuqiw.bsky.social
PhD student in the lab of Wulfram Gerstner. I develop data-driven approaches to study circuit organization, neural representation, and their relationship.
👤 Joined on 27 January 2025
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@shuqiw.bsky.socialScientists 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
Show PostFrom a great collaboration with @lorenzoposani.com, @shuqiw.bsky.social, Samuel Muscinelli, Liam Paninski, now in Nature: www.nature.com/articles/s41...
Show PostOut 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!
Show Post📂 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
Show Post✦ Online weight updates via the TD-LTP rule ✦ Critic & actor use SRM0 neurons ✦ Place cells encode position as Poisson spikes Code available here 👇 github.com/realwsq/Fremaux2013 Implemented by @shuqiw.bsky.social #Neuroscience #MachineLearning #OpenScience
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