Giovanni Volpe
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giovannivolpe.bsky.social
Giovanni Volpe
@giovannivolpe.bsky.social
230 followers 66 following 34 posts
Professor at the University of Gothenburg
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giovannivolpe.bsky.social
BRAPH 2: a flexible, open-source, reproducible, community-driven framework for network analyses in neuroscience.

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

Now BRAPH 2 Genesis permits to quickly build and deploy data analysis pipelines with an emphasis on neurosciences.
April 28, 2025 at 2:26 PM
giovannivolpe.bsky.social
🎓 Big congrats to Dr. Laura Natali on successfully defending her PhD thesis:
"Neural Networks for Complex Systems: From Epidemic Modeling to Swarm Robotics" 🦠🤖🦑

hdl.handle.net/2077/84676

AI meets physics & biology in fascinating ways!

#PhDDefense #NeuralNetworks #SwarmRobotics #ComplexSystems
March 31, 2025 at 11:02 AM
giovannivolpe.bsky.social
🎓 Huge congrats to Dr. @harshithb.bsky.social on defending his PhD “Deep Learning Enhanced Optical Methods for Single-Plankton Studies” at @uniofgothenburg! 🤖🔬🦠

AI + microscopy to reveal plankton life in 3D.

Thesis 👉 hdl.handle.net/2077/84857

🥳👏 #PhDDefense #AI #Plankton
March 26, 2025 at 5:07 PM
giovannivolpe.bsky.social
🎉 New publication in Nature Communications!

🧠 We use reservoir computing to measure brain memory capacity — a biomarker for aging & cognition.

🔗 Full paper (open access):
www.nature.com/articles/s41...

🧠 Try it yourself with @braph2software.bsky.social :
github.com/braph-softwa...
March 24, 2025 at 12:56 PM
giovannivolpe.bsky.social
In our latest preprint, we introduce GAUDI!

GAUDI is an unsupervised geometric deep learning framework for analyzing complex graph-structured data.

Work by Mirja Granfors, Jesús Pineda, @cmanzo.bsky.social @joana-b-pereira.bsky.social Blanca Zufiria Gerbolés

👉 arxiv.org/abs/2503.05560
March 12, 2025 at 10:13 AM
giovannivolpe.bsky.social
Curious about deep learning? Want a book that takes you from the basics to cutting-edge AI models?

📘 Deep Learning Crash Course is finally available in early access!

Published by No Starch Press, San Francisco, CA.

👉 nostarch.com/deep-learnin...

#DeepLearning #AI #MachineLearning
DEEP LEARNING CRASH COURSE A Hands-On, Project-Based Introduction to Artificial Intelligence by Benjamin Midtvedt, Jesús Pineda, Henrik Klein Moberg, Harshith Bachimanchi, Joana B. Pereira, Carlo Manzo, Giovanni Volpe Deep Learning Crash Course goes beyond the basics of machine learning to delve into modern techniques and applications of great interest right now, and whose popularity will only grow in the future. The book covers topics such as generative models (the technology behind deep fakes), self-supervised learning, attention mechanisms (the tech behind ChatGPT), graph neural networks (the tech behind AlphaFold), and deep reinforcement learning (the tech behind AlphaGo). This book bridges the gap between theory and practice, helping readers gain the confidence to apply deep learning in their work.
February 3, 2025 at 5:04 PM