Jonathan Pillow
@jpillowtime.bsky.social
1.7K followers 560 following 27 posts
comp neuro prof @ Princeton brains, machine learning, & postmodern angst pillowlab.princeton.edu
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jpillowtime.bsky.social
Great opportunity to learn to use fancy neural data analysis tools developed at the @flatironinstitute.org. Sign up for this workshop at SFN 2025!
pynapple.bsky.social
🎉 Deadline is *tomorrow*!
Join the @flatironinstitute.org workshop on pynapple & NeMos @sfn.org this November to analyze and model neural data

pynapple: analyze neural time series
NeMoS: model neural population dynamics
Meals + accommodation included
👉 neurorse.flatironinstitute.org/events/2025/...
SfN 2025
neurorse.flatironinstitute.org
jpillowtime.bsky.social
This is excellent! 😂
jpillowtime.bsky.social
In fact, Robbins 1956 ("An empirical Bayes approach to statistics") doesn't even consider Gaussian likelihoods. Only Poisson, geometric, binomial. So I'm puzzled about why this is the go-to citation. Are there multiple versions of this paper floating around??
jpillowtime.bsky.social
Diffusion modeling folks: many sources (including Wikipedia) cite Robbins 1956 as the original source for Tweedie's formula (E[z | x] = x + sig^2 \grad log p(x)). But as far as I can tell — the formula appears nowhere in that paper. Did I miss it? Can anyone explain what's going on here?
Reposted by Jonathan Pillow
carlbergstrom.com
"to run a contest that you end up not funding as a private organization at this time is… both extremely wasteful of these people’s time, and just devastating in terms of morale."

I spoke with @aniloza.bsky.social at STAT today about HHMI's decision not to fund this round of Hanna Gray applicants.
Private funder HHMI pauses postdoc fellowship
As HHMI pauses Hanna Gray fellowship applications, opportunities for young scientists shrink further, making them look overseas.
www.statnews.com
jpillowtime.bsky.social
Mind-boggling that HHMI would pull this right as other sources of funding for early stage investigators are drying up! 😢
jpillowtime.bsky.social
Wow, great — thanks! I didn't know about CB education articles, but that could indeed be a good fit. It is indeed seeking to give technical — albeit (I hope) accessible — details of the derivations!
jpillowtime.bsky.social
Ok, awesome — thanks for this suggestion! I didn't know about this journal before...
jpillowtime.bsky.social
Cool — thanks for the suggestion! Although the web-page here "New Methods", which this paper is not. (Rather it's trying to give a clear, accessible description of an old method). Do you think that could fly?
jpillowtime.bsky.social
Congrats, Takaki — this is super-cool!!
jpillowtime.bsky.social
But there are no new results, per se. Any thoughts or suggestions for where to publish would be most appreciated!
jpillowtime.bsky.social
The RRR estimator dates back to Izenman 1975, but we have found the original stats literature a bit hard to digest. So our paper paper aims to build intuition and give a simple derivation of RRR, along with several extensions (e.g., L2 regularization, non-isotropic noise).
jpillowtime.bsky.social
By way of background: RRR is the method used for estimating a "communication subspace" between brain regions, introduced in Semedo et al 2019, and now growing in popularity for the analysis of multi-region datasets.
jpillowtime.bsky.social
We are writing a tutorial paper on reduced rank regression (RRR), aimed primarily at neuroscientists.

Q: Does anyone have suggestions for where to publish such a paper?
Reposted by Jonathan Pillow
pynapple.bsky.social
Pynapple is a Python-based neural analysis package designed to streamline your research. It integrates seamlessly with your projects, offering tools for processing, analyzing, and visualizing neural data. Follow us for updates, tutorials, and community insights!
#Pynapple #NeuralAnalysis #OpenSource
jpillowtime.bsky.social
"Replacing animals with human-centered tools will provide better insight into human biology, speeding up the development of much-needed treatments for diseases like cancer and Alzheimer’s disease." 🤦‍♂️

The fact that the author refers to animal research as "animal testing" also reveals a lot.
jpillowtime.bsky.social
Another relevant paper here is this beautiful analysis from Elsayed & Cunningham (NN 2017) which describes a new test for rotational dynamics (derived using maximum entropy).

See original paper: www.nature.com/articles/nn....

or Mikio Aoi's & my news & views: www.nature.com/articles/nn....
Is population activity more than the sum of its parts? - Nature Neuroscience
A study introduces innovative ways to test whether neural population activity exhibits structure above and beyond that of its basic components.
www.nature.com
Reposted by Jonathan Pillow
jbarbosa.org
(recycled form X @ 2021)

Are you interested in the dimensionality of neural data, but missed our #BernsteinConference workshop?

Worry not!

Instead, join me in this long thread (1/37) attempting to summarise it and (my view of) the field more broadly.
an aerial view of a large body of water surrounded by rocky shoreline
ALT: an aerial view of a large body of water surrounded by rocky shoreline
media.tenor.com
jpillowtime.bsky.social
Princeton folks — check out this story from Carolyn Jones about safety on our local roads! Interesting stats even if you're not a safety geek... 🧐
carolyn-jones.bsky.social
How much do we know about the safety of our local roads? At TAPinto Princeton, we summarized all 61 vehicle crashes that happened in Princeton, NJ (pop: 30,000) in November. This new 'traffic blotter' tells a story about what goes wrong when drivers, cyclists and pedestrians share the road.
November Crash Data: Princeton Police Report 2 Pedestrians and 2 Bicyclists Struck by Cars; 20 Parked Cars Hit by Other Cars
Princeton, NJ -- Do you ever wonder where those police sirens in the distance are headed? Chances are, they are headed toward a traffic incident. Every year the Princeton Police Department responds...
www.tapinto.net