Andrea Santoro

Complex Networks - Neuroscience
Researcher @ ISI Foundation

[Andrea Santoro @andreasantor0]

🧠 Want to understand how different higher-order methods compare in brain connectivity analysis?

Check out our new preprint — a fantastic collab with past & present @NPLab_ members:
🔗 https://t.co/T9GGlVPpn1

[SIAM Activity Group on Dynamical Systems @DynamicsSIAM]

"Topological Signal Processing: An Application-Oriented Tutorial" (by Flavia Petruso, Maria Giulia Preti, Dimitri Van De Ville): https://t.co/lZrpHsTD1P

[NetScience @net_science]

Dynamical processes and emergent behaviors in multiplex networks https://t.co/fMYtEw6UQY

[NPLab @NPLab_]

New PhD position open in the lab. Details here: https://t.co/HZ1BvpSuAB

[Giovanni Petri @lordgrilo]

1/ New preprint!
When you coarse-grain a network, does the dynamics survive?
We prove exactly which coarse-grainings preserve random-walk dynamics across scales — and use it to compare renormalization methods.
w/ Francesco Guadagnuolo, @MarcoNurisso , Federica Galluzzi, @all_are

[Thomas Yeo @bttyeo]

We develop a new TMS targeting algorithm and test it in an open label trial in a treatment-resistant depression population with high comorbidities. Preprints by @rubykong92 @Torphernchern
1. https://t.co/BEQF3DHyz1
2. https://t.co/JIZVzOoZcm

Our new approach ...

[Nature Portfolio @NaturePortfolio]

A paper in Scientific Reports presents detailed observations of a wild sperm whale birth off the coast of Dominica in July 2023. The findings represent the most in-depth published observations of a wild cetacean birth to date, according to the authors. https://t.co/8UZa6b20QX

[Giovanni Petri @lordgrilo]

Finally out! So so so happy about this results!! 👇👇👇👇👇👇👇👇

[Giovanni Petri @lordgrilo]

🧠 Renormalization in the brain?

With @andreasantor0 @richlyn_jesseba, we're organizing a full-day workshop at @CosyneMeeting (Lisbon, March 16) on how coarse-graining principles from physics can explain neural computation across scales.
Link here: https://t.co/kGrlqIwTM8

[Juan Eugenio Iglesias @JuanEugenioIgl1]

Ten years (!) after submitting the grant, NextBrain is published in @Nature . NextBrain is a brain atlas built from 3D histology that enables segmentation of 3D brain scans (MRI, Hip-CT, even photos!) into hundreds of regions.
Article, data, code, videos, & more in this 🧵 (1/3)

[Marilyn Gatica @GaticaMarilyn]

Excited to share that our paper is out in PLOS Computational Biology! 🚀
🔗 https://t.co/DlEI4RnTXr
Joining forces between two fantastic laboratories @NPLab_ @ConnectomeLab 🔥

[Thomas F. Varley @ThosVarley]

New paper now out in Physics Report:

If you're interested in information theory, complex systems, and emergent properties, this is the paper for you: a comprehensive review paper designed to bring anyone up to speed on information theory for complex systems scientists.

[Andrea Santoro @andreasantor0]

Latest work at #EUSIPCO25!🚀
We bring Topological Signal Processing to the brain 🧠 — showing that edge-based approaches outperform classical GSP in task decoding.

Great collab with @MarcoNurisso & @lordgrilo
Paper👉 https://t.co/EQlp5JknnP

#Neuroimaging #SignalProcessing #TSP

[Hanna Tolle @TolleHanna]

I can't believe it's out! 🎉
"Accurate and Interpretable Prediction of Antidepressant Treatment Response from Receptor-informed Neuroimaging" https://t.co/Zzx5WkvxJA
Thanks to the awesome co-authors @loopyluppi @lawn_tim @LeorRoseman @ProfDavidNutt @RCarhartHarris @PedroMediano

[Giovanni Petri @lordgrilo]

🚨 Two new papers from us @NPLab_ offer a deep dive into the topological and higher-order structure of brain function. Together, they chart a unified view of how the brain encodes identity and computation beyond pairwise interactions.

[Andrea Santoro @andreasantor0]

Huge thanks for this fun collaboration to past and present members of the NPLab — @matte_blacks, @simonepoetto , @DavideOrsenigo , Matteo Diano, @GaticaMarilyn , @lordgrilo 🙌🧠

[Andrea Santoro @andreasantor0]

🧠 Want to understand how different higher-order methods compare in brain connectivity analysis?

Check out our new preprint — a fantastic collab with past & present @NPLab_ members:
🔗 https://t.co/T9GGlVPpn1

[Andrea Santoro @andreasantor0]

14/ This work takes an important step toward a unified roadmap for navigating the complex, fragmented landscape of higher-order brain connectivity.