Andrea Santoro
Researcher @ CENTAI - MSCA Fellow
- Reposted by Andrea Santoro[Not loaded yet]
- 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 M.Nurisso & @lordgrilo.bsky.social 🙌 Paper 👉 eusipco2025.org/wp-content/u... #Neuroimaging #SignalProcessing #TSP
- Reposted by Andrea SantoroNext week (on the 15th and 16th), with @yasserroudi.bsky.social and Federico Turkheimer we will organize a workshop on the "The Topology of Human and Synthetic Minds" Please do join us! (Registration is free but required for access/catering!) lordgrilo.github.io/topology-nat...
- Reposted by Andrea Santoro🚨🚨 New preprint just dropped! In collaboration with @colltoaction.bsky.social, Cliff Joslyn, @fralotito.bsky.social, Audun Myers, Joshua Pickard, Brenda Praggastis, and Przemysław Szufel, we define a new data sharing standard for higher-order networks. arxiv.org/abs/2507.11520
- Reposted by Andrea SantoroThrilled to finally share a huge piece of my PhD project! Our paper “The Topological Architecture of Brain Identity” is now out on bioRxiv: biorxiv.org/content/10.1... 🧵 1/n
- 🧠 Want to understand how different higher-order methods compare in brain connectivity analysis? Check out our new preprint — a fantastic collab with past & present NPL members @lordgrilo.bsky.social : 🔗 www.biorxiv.org/content/10.1... A thread🧵
- 🧵 1/ Over the past years, brain connectivity research has moved beyond simple pairwise interactions. A wide range of higher-order interaction (HOI) methods — from information theory to topological data analysis — have emerged. But the field is quite fragmented. Let's dive in. 🧠
- 2/ Brain models often focus on pairs of regions, but real interactions might involve groups acting together HOI methods aim to capture this, from detecting synergy and redundancy using different information-theoretic approaches to mapping topological cycles in brain networks.
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View full threadHuge thanks for this fun collaboration to past and present members of the NPLab — Matteo Neri, @poetz.bsky.social, Davide Orsenigo, Matteo Diano, @marilyngatica.bsky.social, @lordgrilo.bsky.social 🙌🧠
- Reposted by Andrea SantoroNew pre-print just dropped, with @doctorjosh.bsky.social, @alicepatania.bsky.social, and Pedro Mediano. In it we ask: when an algebraic topologist and an information theorist talk about "higher-order" structure, are they talking about the same thing? A 🧵1/n arxiv.org/abs/2504.10140
- Reposted by Andrea SantoroConnectome architecture favours within-module diffusion and between-module routing. Really cool multi-species work from Caio Seguin on module-defined communication policies in connectomes! www.biorxiv.org/content/10.1...
- Reposted by Andrea SantoroWastewater from airplane toilets? We introduce a global Aircraft-Based Wastewater Surveillance Network (WWSN) for pandemic monitoring in Nature Medicine 🔗 doi.org/10.1038/s415... Aircraft-based wastewater surveillance allows for real-time, non-invasive monitoring of global pathogen spread Short 🧵
- Thrilled to announce that I've been awarded a #MSCA fellowship! I'll continue my work at CENTAI in Turin with @lordgrilo, while collaborating with the NERV team in Paris with @DeVicoFallani at the intersection of neuroscience & higher-order interactions. Thanks to everyone who supported me!
- Reposted by Andrea Santoro[Not loaded yet]
- Reposted by Andrea Santoro[Not loaded yet]
- Reposted by Andrea Santoro[Not loaded yet]
- Really happy to share that our latest work on "Higher order connectomics of human brain function" is now out in NatComms @naturecomms.bsky.social. One of the most fun projects that I've worked on! Big thanks to the friends involved F Battiston, M Lucas, @lordgrilo.bsky.social, E Amico doi.org/nt34
