Daniel Borek
@danielborek.bsky.social
380 followers 1.4K following 56 posts
🇵🇱 PL in Brussels | A PhD candidate trying to make sense of human 🧠 #oscillations in #EEG #MEG using #R and #Python | other interests: knowledge management, #metascience, #OpenScience, #PhilosophyOfScience, #DataViz | 🎥 #cinephile
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Reposted by Daniel Borek
dingdingpeng.the100.ci
At this point, I might as well --
Here's an infographic showing different ways to include age as a predictor. The top shows two extremes, just as a plain old numerical predictor (imposes linear trajectory) vs. categorical predictor (imposes nothing whatsoever). And then three solutions in between!
Infographic illustrating different ways to model age.
First panel shows two "extreme" cases; including age as a linear numerical predictor (df = 1) or including age as a categorical predictor (df = number of years of age minus 1).
Second panel shows an intermediate solution in which age is categorized into broader bins (df = number of categories minus 1, here 5 - 1 = 4).
Third panel shows an intermediate solution in which age is included with a polynomial (df = degrees of freedom of the polynomial, here 4).
Fourth panel shows an intermediate solution in which age is modeled with the help of splines (df = degrees of freedom of the splines, here 4).
danielborek.bsky.social
TIL Adding a comment in #Rcode or #rmarkdown header in #R script that includes at least four trailing dashes (-), equal signs (=), or hashes (#) automatically creates a foldable code section visible in the outline In #RStudio.

# My Title ----
## Another Section =====
### A Third Section #####
Reposted by Daniel Borek
vincentab.bsky.social
🚨 Big milestone for Rdatasets 🚨

The web archive now hosts 3400+ free and documented CSV datasets. Fantastic for teaching and testing!

And {Rdatasets} is a new #RStats 📦 for easy download and search

Web archive: vincentarelbundock.github.io/Rdatasets

R 📦: vincentarelbundock.github.io/Rdatasetspkg
Reposted by Daniel Borek
carlislerainey.bsky.social
Top 15 ggplot2 extensions, by downloads during the last month.

Some surprises here, at least for me.

#rstats

Code: gist.github.com/carl...
Reposted by Daniel Borek
manlius.bsky.social
I don't know how I could have misses the launch of this initiative by @carlbergstrom.com & @jevinwest.bsky.social but it's absolutely a must for anyone confused about what LLMs are and can do, as well as for anyone not skeptical enough about this technology:

thebullshitmachines.com
Reposted by Daniel Borek
nicolecrust.bsky.social
A theme is emerging: attempts to reduce brain functions & dysfunctions to a few things (like an ion channel) aren’t working.

A similar story exists for anesthesia - knockout all the putative things and anesthesia still works. “Lists of things” is not the way.

The alternative? /1
Reposted by Daniel Borek
ricardsole.bsky.social
What is the origin of tipping points? In dynamical systems, from cancer to ecology, this fundamental phenomenon shows the importance of bifurcations and critical thresholds. Check this and other lectures on the @upf.edu Complex Systems Lab YouTube Channel youtube.com/channel/UCEt...
Reposted by Daniel Borek
nschawor.bsky.social
📆 updated for 2025: list of summer schools & short courses in the realm of (computational) neuroscience or data analysis of EEG / MEG / LFP:
google sheet 🔗 docs.google.com/spreadsheets...
various computational neuroscience / MEEG / LFP short courses and summer schools
docs.google.com
Reposted by Daniel Borek
ricardsole.bsky.social
What is the role of chance (history) and deterministic laws (physics) in shaping life? Check out this inspiring paper by Temple Smith and former @sfiscience.bsky.social
faculty member Harold Morowitz on history, physics, and life origins. link.springer.com/article/10.1...
Reposted by Daniel Borek
gweindel.bsky.social
Oh Simon task included 😍*knuckle cracking sound*
magnetokrishio.bsky.social
We are very excited to announce the open release of a new 170 participant dataset: Linked MEG, TMS, multimodal 3T MRI, 7T MRI, Connectom MRI, cognitive /questionnaire data. Immense effort from a fabulous
CUBRIC team. Paper by Carolyn McNabb et al: doi.org/10.1038/s415...
Reposted by Daniel Borek
gordonhodsonphd.bsky.social
I also like his phrasing here, re "great lesson" we've learned from #IntergroupContact
One of social psychology’s great lessons is that prejudice decreases with friendly social contact between people of equal status, while minimal contact sustains prejudice. In today’s world, anti-immigrant sentiment in both Germany and the U.S. runs strongest in states with the fewest immigrants. West Virginians, whose state has the lowest proportion of undocumented immigrants, have been most likely to disagree that “the growing number of newcomers from other countries strengthens American society.”
Reposted by Daniel Borek
danielemarinazzo.bsky.social
Niels Van Santen wrote a guide to the use of information theoretical measures in psychology/psychometrics. Any feedback is most welcome!
psyarxivbot.bsky.social
A hitchhiker's guide to information theoretical measures in psychology: http://osf.io/vb5s6/
Reposted by Daniel Borek
simonjones.bsky.social
Wiktoria Julia Goryńska was born in Vienna in 1902 but worked successfully in Warsaw where, by 1939, she had produced more than 100 wood engravings. Her cats were especially popular. ‘Cat on Branch’, 1927 (National Gallery of Canada). (www.gallery.ca/collection/a...) 2/4
wood engraving of a cat crouched on the branch of a tree, seen in profile
Reposted by Daniel Borek
jpeelle.bsky.social
Also true when your collaborator is your future self. 🙂
cghlewis.bsky.social
When sharing data, 3 things you can do to help ensure your collaborator doesn't spend countless hours trying to understand the files:

1. Add a README to the folder, explaining its contents
2. Organize files in subfolders
3. Name files clearly so that contents can be inferred

They will thank you 🙏
Reposted by Daniel Borek
laurennross.bsky.social
New book "Explanation in Biology" with Cambridge University Press is out & open access!

Covers (1) causal explanation & (2) non-causal/mathematical explanation in life sciences--bio, neuro, etc 🌿🧬🧠

Introduction to philosophical work on scientific explanation!

www.cambridge.org/core/element...
Reposted by Daniel Borek
pessoabrain.bsky.social
Want to understand the brain? Watch Paul!
#neuroscience
#neuroskyence
wiringthebrain.bsky.social
Rethinking Brain Mechanisms in the Light of Evolution with Paul Cisek youtu.be/CnT7jaQX4X8?... - if you want to understand what brains are for (and their functional organisation), this is the way... 👍👏
Rethinking Brain Mechanisms in the Light of Evolution with Paul Cisek
YouTube video by Kempner Institute at Harvard University
youtu.be
danielborek.bsky.social
I would say that learning and remembering is necessary for cognition (some recent studies shows that the plants might indeed „learn” and remember across its lifespan ) Is having a representation necessary for learning and remembering I don’t know (maybe it’s a question of definition)