Alessandro Galloni
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argalloni.bsky.social
Alessandro Galloni
@argalloni.bsky.social
430 followers 300 following 68 posts
Computational neuroscience postdoc in the Milstein Lab at Rutgers University, studying synaptic plasticity, bio-plausible deep learning / neuroAI, neuromorphic computing. Previously @ Francis Crick Institute & UCL
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Really enjoyed reading this short opinion piece by Tim O'Leary. I think it echoes the classic Feynman quote "what I cannot create I do not understand". I think engineering approaches such as neuromorphic computing will prove fundamental to scientific understanding of how biological brains work
Personal bias but I liked this transmitter article: www.thetransmitter.org/systems-neur...

“You won’t catch an engineer trying to formulate a grand unified theory of the brain”

“Engineers know how to make things work […] This is what makes engineering closer to biology than to other […] sciences”
Neuroscience needs engineers—for more reasons than you think
Adopting an engineering mindset will help the field focus its research priorities.
www.thetransmitter.org
Reposted by Alessandro Galloni
Reminder this is happening this Wed/Thu. Free spiking neural network conference - registration required (see below).
Spiking NN fans - the #SNUFA workshop (Nov 5-6) agenda is finalised and online now. Make sure to register (free) soon. (Note you can register for either day and come to both.)

Agenda: snufa.net/2025/
Registration: www.eventbrite.co.uk/e/snufa-2025...

Thanks to all who voted on abstracts!

🤖🧠🧪
SNUFA 2025
Spiking Neural networks as Universal Function Approximators
snufa.net
Reposted by Alessandro Galloni
MSR NYC is hiring senior researchers in AI, both broadly in AI/ML & in specific areas (post-training, test-time scaling, modular transfer learning, science of deep learning).
aka.ms/msrnyc-jobs

We're reviewing on a rolling basis, interviews in Nov/Dec. Please apply here: tinyurl.com/MSRNYCjob
Microsoft Research Lab - New York City - Microsoft Research
Apply for a research position at Microsoft Research New York & collaborate with academia to advance economics research, prediction markets & ML.
aka.ms
Ah nice, that's a good trick
Good tips! The only thing I dislike about this workflow is that the ai file with links is no longer self-contained, so harder to share with collaborators. I usually go straight for multi-panel in python (using Gridspec), and only use illustrator for adding the panel letters
Reposted by Alessandro Galloni
Want to make publication-ready figures come straight from Python without having to do any manual editing? Are you fed up with axes labels being unreadable during your presentations? Follow this short tutorial including code examples! 👇🧵
Reposted by Alessandro Galloni
Message for participants of the #SNUFA 2025 spiking neural network workshop. We got almost 60 awesome abstract submissions, and we'd now like your help to select which ones should be offered talks. Follow the "abstract voting" link at snufa.net/2025/ to take part. It should take <15m. Thanks! ❤️
SNUFA 2025
Spiking Neural networks as Universal Function Approximators
snufa.net
Reposted by Alessandro Galloni
I’m super excited to finally put my recent work with @behrenstimb.bsky.social on bioRxiv, where we develop a new mechanistic theory of how PFC structures adaptive behaviour using attractor dynamics in space and time!

www.biorxiv.org/content/10.1...
Q: In current clamp, does the delivered current get filtered by Rs?

A: No, the current is truly a square step with accurate amplitude and timing (as long as you don’t saturate the op-amp). The main source of error here is the current leaking out through a bad seal.
Q: In V-clamp (without compensation), does the cell membrane charge up slowly according to the membrane timeconstant tau=Rm*Cm?

A: No, the membrane charges up slowly according to tau=Rs*Cm, i.e. the speed of charging depends on *series resistance (Rs)*, not the membrane/leak resistance Rm.
Q: The pipette capacitance (Cp) causes an RC filtering/transient. Does “R” here refer to the pipette resistance? Will smaller pipette opening affect the capacitive artifact?

A: No, the R here is neither the Rs nor Rleak. It is the sum or resistances in *series* with Cp (e.g. junction resistance)
Q: Does access R affect the recorded voltage in current clamp if I'm not injecting current?

A: There is no DC error if you are not passing current, but the waveform is still affected by the pipette capacitance (tau=Rs*Cp), making fast events like APs smaller and wider
And here are some more FAQs ((I encourage students to not take my word for it, but verify these things for yourself with the simulator!):
Here is the link to the simulator if any of you want to play with it. Or share it with your students if they are learning about electrophysiology!
tinyurl.com/patch-clamp-...

I added sliders to let you easily play around with all the key variables (series/access R, Rs, capacitance comp, etc)
tinyurl.com
Electronics can be pretty unintuitive. I've found that being able to directly see and manipulate all the variables in a "white-box" system like this makes it much easier to grok what is going on under the hood. Active learning ftw!
On the other hand, Rs compensation in Voltage Clamp is an active circuit that directly drives the cell voltage higher (so it's very important to get it right online!)

Because of the positive feedback loop (command voltage driven by recorded current), it is prone to unstable oscillations.
For example, does bridge balance compensation affects how much current is being delivered to the cell?

Answer: no, bridge balance is a cosmetic DC correction to the recorded voltage (proportional to delivered current). It doesn't influence anything about the actual pipette/cell/injected current
Many students (and practitioners!) get confused about how series resistance, pipette capacitance, and various electronic compensation circuits affect your recordings.

Now you can see for yourself in the simulator!
tinyurl.com/patch-clamp-...
Hey ephys friends! I've been teaching electrophysiology for a few years now, and this summer while teaching at CSHL I started building an interactive simulation of a full patch-clamp amplifier circuit to help explain electronics to my students.

Sharing it here in case anyone finds it useful!