Matt Perich's Avatar

Matt Perich

@mattperich

Neuroscience, engineering, AI, music. Asst. Professor / PI at University of Montréal and Mila.

1,653
Followers
176
Following
83
Posts
29.09.2023
Joined
Posts Following

Latest posts by Matt Perich @mattperich

Preview
Humbled by Evolution Understanding the history and diversity of life inspires awe and wonder.

1. I’m quite happy with this popular piece that Lee Dugatkin and I wrote recently. For the next two weeks it’s free to read on the American Scientist website.

17.02.2026 19:25 👍 195 🔁 75 💬 5 📌 6
Preview
Primate dexterous hand movements are controlled by functionally distinct premotoneuronal systems Distinct spinal and cortical pathways coordinate muscle synergies and fine control to support primate dexterous hand movements.

Our paper is out in Science Advances!
What makes primate hands so dexterous?
We show that evolutionarily distinct spinal and cortical pathways work together to balance stability and flexibility, supporting remarkable primate hand control.
www.science.org/doi/10.1126/...

12.02.2026 00:40 👍 35 🔁 17 💬 4 📌 1

Preach.

11.02.2026 20:48 👍 2 🔁 0 💬 0 📌 0

Beautiful to see! Great work!

11.02.2026 19:00 👍 6 🔁 0 💬 0 📌 0

Yes, of course, a model which can't process "artificial" stimuli the way natural visual systems do is also not a good model of the natural visual system!

10.02.2026 16:01 👍 2 🔁 0 💬 0 📌 0

Indeed. A model that cannot process natural stimuli is simply not a good model of the natural visual system...

10.02.2026 15:44 👍 4 🔁 0 💬 2 📌 0

3. Backyard brains ephys stim kit hooked up to a cockroach leg. Play james brown from an iphone. Our body is electric!
4. Driving a lego mindstorms car w/ EMG signals from a surface electrode on the biceps. Pseudo-BCI demo!

27.01.2026 19:01 👍 2 🔁 0 💬 0 📌 0

Did a lot of outreach at Northwestern with other grad students there for a yearly "brain fair". Some fun things I remember:
1. Optical illusions are always fun
2. Put a sheep brain from the butcher in a blender to show brains are mostly fat

27.01.2026 19:01 👍 1 🔁 0 💬 1 📌 0

🚨📜+🧵🚨 Very excited about this work showing that people with no hand function following a spinal cord injury can control the activity of motor units from those muscles to perform 1D, 2D and 3D tasks, play video games, or navigate a virtual wheelchair

By a wonderful team co-mentored w Dario Farina

07.01.2026 22:36 👍 72 🔁 17 💬 1 📌 2

I mean, they're clearly on strike...

15.12.2025 19:30 👍 5 🔁 0 💬 0 📌 0

But ultimately I don't have much of "horse in the race" here about what is low-D, what is high-D. The brain probably uses a range of dimensionalities and strategies and some tasks are going to take a lot more dimensions than, say, limb movements. It's all fun to think about :)

15.12.2025 17:14 👍 3 🔁 0 💬 1 📌 0

Some personal speculation: orienting geometry w.r.t. readout buys flexibility and helps composition from lower-D representation, manifolds can be labile and change between tasks/contexts based on inputs etc, a low-D surface could store arbitrarily many representations (see SueYeon's capacity work)

15.12.2025 17:13 👍 4 🔁 0 💬 1 📌 0

Yes this I agree with 100%! I agree that the low dimensionalities we've seen to date are likely because we collect data in simple/limited behavioral regimes and short timescales.

12.12.2025 19:34 👍 1 🔁 0 💬 1 📌 0

One of the reasons we wrote our recent perspective (www.nature.com/articles/s41...) was to try and argue that the talk around manifolds should be more about what it buys us conceptually as a framework, not about "is it low-D".

12.12.2025 14:19 👍 2 🔁 0 💬 1 📌 0

A simple bowl could be embedded in a 10^9 dimensional space. But naturally I don't think anyone argues "the brain is 10D" (or at they shouldn't).

12.12.2025 14:18 👍 1 🔁 0 💬 1 📌 0

I could imagine lots of reasons they'd be seen. Robustness, predictability of future possible states, etc. Maybe you don't even want it, it's just a necessary consequence of wiring billions of neurons up and getting a somewhat-stable solution.

12.12.2025 14:16 👍 1 🔁 0 💬 1 📌 0

I don’t have a strong opinion on what dimensionality brain activity should have. And dimensionality is just one aspect of manifolds. E.g., smoothness, which quite naturally fits with how we’d expect neural activity to transition between states

11.12.2025 21:51 👍 4 🔁 0 💬 1 📌 0

For this paper, it’s worth considering that structure in brain activity need not be linear…

11.12.2025 21:50 👍 5 🔁 0 💬 2 📌 0

Go work with Juan! I can vouch that this will be a very cool project.

10.12.2025 21:24 👍 7 🔁 1 💬 1 📌 0

Yes!

14.11.2025 19:23 👍 4 🔁 0 💬 0 📌 0

My CIHR committee was already at an 11% funding line last cycle (and I don't think it's the lowest)

06.11.2025 20:29 👍 0 🔁 0 💬 0 📌 0
Preview
Canada’s new budget aims to lure U.S. researchers to relocate Spending plan also calls for smaller research spending cut than feared

Yes but thankfully it's only a small cut in the current plan (which is kind of a win given how bad it could have gone). But certainly worse than a sustained increase, given the increasing applicant pool.

www.science.org/content/arti...

06.11.2025 20:28 👍 3 🔁 0 💬 2 📌 0

That being said, investment is investment, and it all could be a lot worse! Having a government acknowledging scientific excellence as a priority is a good signal.

06.11.2025 18:45 👍 2 🔁 0 💬 0 📌 0

Fully agree. The unfortunate thing is that this is paired with cuts to federal research budgets. Importing highly competitive "big fish" while shrinking the pot for grants is not a great combo for the broader ecosystem... If Canada really wants to capitalize they need to think short and long term

06.11.2025 18:31 👍 4 🔁 0 💬 2 📌 0
Preview
3 Postdoctoral Research Fellows Champalimaud Foundation (Fundação D. Anna de Sommer Champalimaud e Dr.

🚨Job alert🚨

The lab has up to *3 postdoc openings* for comp systems neuroscientists interested in describing and manipulating neural population dynamics mediating behaviour

This is part of a collaborative ARIA grant "4D precision control of cortical dynamics"

euraxess.ec.europa.eu/jobs/383909

04.11.2025 17:11 👍 78 🔁 51 💬 2 📌 1

If you're interested in dynamical systems analysis for neuroscience, definitely check out @oliviercodol.bsky.social 's revised version of our RL paper! Very cool results in the new Fig 6, worth it regardless of if you saw our previous version or if it's all new.

www.biorxiv.org/content/10.1...

06.11.2025 17:58 👍 37 🔁 11 💬 0 📌 0

A big "get" for the Champalimaud! Excited to see what comes out of the Warehouse and the next phase of Juan's lab

07.10.2025 19:12 👍 7 🔁 0 💬 1 📌 0
Video thumbnail

Very excited and proud to share my postdoctoral research with @neurrriot.bsky.social looking at the context-specific encoding of social behavior 💃🕺 in hormone-sensitive, large-scale brain networks in mice!

www.biorxiv.org/content/10.1...

#neuroskyence #compneurosky 🧪
1/12

25.09.2025 16:45 👍 193 🔁 51 💬 8 📌 9
Preview
Motor cortex flexibly deploys a high-dimensional repertoire of subskills Skilled movement often requires flexibly combining multiple subskills, each requiring dedicated control strategies and underlying computations. How the motor system achieves such versatility remains u...

Of potential interest to those keen on motor control and/or multi-task networks. Congrats to Elom and Eric.
www.biorxiv.org/content/10.1...

08.09.2025 16:34 👍 71 🔁 24 💬 3 📌 3

Thanks!

13.08.2025 23:36 👍 0 🔁 0 💬 0 📌 0