Guillaume Pech

@guillaumepech.bsky.social

PhD student at ULB in Cognitive Science - funded by fnrs grant | Interested in EEG, Voluntary action, Intention. More info about me myself and I -> https://guillaumepech.github.io/gpech/

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We are pleased to host this event in Brussels! Now, we are working hard to secure a waffle bar and make the best of it 🇧🇪

Brussels Garden@bxlgarden.bsky.social · 3w ago

"Share knowledge globally, grow competence locally" is the essence behind it all! CuttingGardens is the distributed conference of @cuttingeeg.bsky.social + dozens of research groups worldwide a.k.a "Gardens" i.a. @crcnulb.bsky.social More in the comment! 👉 Follow us: program details TBA soon 🧠

Graphic with the text 'What is CuttingGardens 2026, and why join BXLGarden?'. 'CuttingGardens 2026' appears as the official conference logo; 'BXLGarden' is written in bold italic font with a navy-blue shadow. On the right, a photo of blooming pink flowers at Parc du Cinquantenaire in Brussels

We put out this preprint a couple months ago, but I really wanted to replicate our findings before we went to publication. At first, what we found was very confusing! But when we dug in, it revealed a fascinating neural strategy for how we switch between tasks doi.org/10.1101/2024.09.29.615736 🧵

Convergent neural dynamical systems for task control in artificial networks and human brains

The ability to switch between tasks is a core component of human intelligence, yet a mechanistic understanding of this capacity has remained elusive. Long-standing debates over how task switching is i...

doi.org

Harrison Ritz@hritz.bsky.social · 2y ago

🎉New project 🎉 doi.org/10.1101/2024... How do we navigate between brain states when we switch tasks? Are dynamics driven by control, or passive decay of the prev task? We shed light on this classic debate by comparing high-d linear dynamical systems fit to EEGs and RNNs during task-switching 🌀

Two questions: (1) How not to MISS an outlier? (2) Can you tell if a poster was made by AI or by a human? (1) 🤯 𝗘𝘃𝗲𝗿 𝘀𝘁𝗿𝘂𝗴𝗴𝗹𝗲𝗱 𝘁𝗼 𝗱𝗲𝗰𝗶𝗱𝗲 𝘄𝗵𝗶𝗰𝗵 𝗼𝘂𝘁𝗹𝗶𝗲𝗿 𝗱𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻 𝗺𝗲𝘁𝗵𝗼𝗱 𝘁𝗼 𝘂𝘀𝗲? MAD? IQR? SD? And with which threshold: 1.5 or 2 IQR? 2 or 3 SD?🤯 Check our new🔗 𝙋𝙧𝙚𝙥𝙧𝙞𝙣𝙩: osf.io/preprints/ps...

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Wahou, so refreshing this first day at the meta-science conference #PSE8. How did I change my mind from science is broken to yes but great minds are working on it! I also received very positive feedback on my work on outlier detection (that should be out as a preprint soonish)

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A hypothesis developed based on the data is often more likely to be true, than if you had not used the data. The problem is not whether the hypothesis is true. The problem is the hypothesis was not severely tested. You can't *claim* it is true until you test it on new data.

Interesting, and good recommendations that apply broadly « Increase methodological rigour: increase sample sizes; pre-register analyses; use transparent, harmonised pipelines; validate models externally; share data and code; and publish null results.» www.cambridge.org/core/journal...

Why doesn’t neuroimaging work in psychiatry? | The British Journal of Psychiatry | Cambridge Core

Why doesn’t neuroimaging work in psychiatry?

cambridge.org

It seems massive but I am not a fMRI expert. They seems to report that the relation between bold signal and neural engagement is not straightforward, and can even be reversed. So increase bold = increase vascular activity, but not necessarily increase neural activity www.nature.com/articles/s41...

BOLD signal changes can oppose oxygen metabolism across the human cortex - Nature Neuroscience

Using quantitative brain imaging, the authors show opposite fMRI BOLD signal to metabolic activity due to variable oxygen extraction across the human cortex. This questions the canonical interpretatio...

nature.com